The muHVT package is a collection of R functions to facilitate building topology preserving maps for rich multivariate data analysis. Tending towards a big data preponderance, a large number of rows. A collection of R functions for this typical workflow is organized below:
Data Compression: Vector quantization (VQ), HVQ (hierarchical vector quantization) using means or medians. This step compresses the rows (long data frame) using a compression objective.
Data Projection: Dimension projection of the compressed cells to 1D,2D or 3D with the Sammons Non-linear Algorithm. This step creates topology preserving map (also called as embedding) coordinates into the desired output dimension.
Tessellation: Create cells required for object visualization using the Voronoi Tessellation method, package includes heatmap plots for hierarchical Voronoi tessellations (HVT). This step enables data insights, visualization, and interaction with the topology preserving map. Useful for semi-supervised tasks.
Prediction: Scoring new data sets and recording their assignment using the map objects from the above steps, in a sequence of maps if required.
Data Understanding
In this vignette, we will use the
Prices of Personal Computers dataset. This
dataset contains 6259 observations and 6 features. The dataset observes
the price from 1993 to 1995 of 486 personal computers in the US. The
variables are price, speed, hd, ram, screen and ads.
Here, we load the data and store into a variable
computers.
set.seed(240)
# Load data from csv files
computers <- read.csv("https://raw.githubusercontent.com/Mu-Sigma/muHVT/master/vignettes/sample_dataset/Computers.csv")Raw Personal Computers Dataset
The Computers dataset includes the following columns:
Let’s explore the Personal Computers Dataset containing (6259 points). For the shake of brevity we are displaying first six rows.
Table(head(computers), scroll = T, limit = 20)| X | price | speed | hd | ram | screen | cd | multi | premium | ads | trend |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1499 | 25 | 80 | 4 | 14 | no | no | yes | 94 | 1 |
| 2 | 1795 | 33 | 85 | 2 | 14 | no | no | yes | 94 | 1 |
| 3 | 1595 | 25 | 170 | 4 | 15 | no | no | yes | 94 | 1 |
| 4 | 1849 | 25 | 170 | 8 | 14 | no | no | no | 94 | 1 |
| 5 | 3295 | 33 | 340 | 16 | 14 | no | no | yes | 94 | 1 |
| 6 | 3695 | 66 | 340 | 16 | 14 | no | no | yes | 94 | 1 |
Now, let us check the structure of the data and analyse its summary.
str(computers)
#> 'data.frame': 6259 obs. of 11 variables:
#> $ X : int 1 2 3 4 5 6 7 8 9 10 ...
#> $ price : int 1499 1795 1595 1849 3295 3695 1720 1995 2225 2575 ...
#> $ speed : int 25 33 25 25 33 66 25 50 50 50 ...
#> $ hd : int 80 85 170 170 340 340 170 85 210 210 ...
#> $ ram : int 4 2 4 8 16 16 4 2 8 4 ...
#> $ screen : int 14 14 15 14 14 14 14 14 14 15 ...
#> $ cd : chr "no" "no" "no" "no" ...
#> $ multi : chr "no" "no" "no" "no" ...
#> $ premium: chr "yes" "yes" "yes" "no" ...
#> $ ads : int 94 94 94 94 94 94 94 94 94 94 ...
#> $ trend : int 1 1 1 1 1 1 1 1 1 1 ...summary(computers)
#> X price speed hd
#> Min. : 1 Min. : 949 Min. : 25.00 Min. : 80.0
#> 1st Qu.:1566 1st Qu.:1794 1st Qu.: 33.00 1st Qu.: 214.0
#> Median :3130 Median :2144 Median : 50.00 Median : 340.0
#> Mean :3130 Mean :2220 Mean : 52.01 Mean : 416.6
#> 3rd Qu.:4694 3rd Qu.:2595 3rd Qu.: 66.00 3rd Qu.: 528.0
#> Max. :6259 Max. :5399 Max. :100.00 Max. :2100.0
#> ram screen cd multi
#> Min. : 2.000 Min. :14.00 Length:6259 Length:6259
#> 1st Qu.: 4.000 1st Qu.:14.00 Class :character Class :character
#> Median : 8.000 Median :14.00 Mode :character Mode :character
#> Mean : 8.287 Mean :14.61
#> 3rd Qu.: 8.000 3rd Qu.:15.00
#> Max. :32.000 Max. :17.00
#> premium ads trend
#> Length:6259 Min. : 39.0 Min. : 1.00
#> Class :character 1st Qu.:162.5 1st Qu.:10.00
#> Mode :character Median :246.0 Median :16.00
#> Mean :221.3 Mean :15.93
#> 3rd Qu.:275.0 3rd Qu.:21.50
#> Max. :339.0 Max. :35.00Let us first split the data into train and test. We will randomly select 80% of the data for training and remaining as testing.
num_rows <- nrow(computers)
set.seed(123)
train_indices <- sample(1:num_rows, 0.8 * num_rows)
trainComputers <- computers[train_indices, ]
testComputers <- computers[-train_indices, ]K-means is not suitable for factor variables as the sample space for factor variables is discrete. A Euclidean distance function on such a space isn’t really meaningful. Hence, we will delete the factor variables(X, cd, multi, premium, trend) in our dataset.
trainComputers <-
trainComputers %>% dplyr::select(-c(X, cd, multi, premium, trend))
testComputers <-
testComputers %>% dplyr::select(-c(X, cd, multi, premium, trend))Raw Training Dataset
Now, lets have a look at the randomly selected raw training dataset containing (5007 data points). For the sake of brevity we are displaying first six rows.
trainComputers_data <- trainComputers %>% as.data.frame() %>% round(4)
trainComputers_data$Row.No <- as.numeric(row.names(trainComputers_data))
trainComputers_data <- trainComputers_data %>% dplyr::select(Row.No,price,speed,hd,ram,screen,ads)
row.names(trainComputers_data) <- NULL
Table(head(trainComputers_data))| Row.No | price | speed | hd | ram | screen | ads |
|---|---|---|---|---|---|---|
| 2463 | 2799 | 50 | 230 | 8 | 15 | 216 |
| 2511 | 2197 | 33 | 270 | 4 | 14 | 216 |
| 2227 | 2744 | 50 | 340 | 8 | 17 | 275 |
| 526 | 2999 | 66 | 245 | 16 | 15 | 139 |
| 4291 | 1974 | 33 | 200 | 4 | 14 | 248 |
| 2986 | 2490 | 33 | 528 | 16 | 14 | 267 |
Raw Testing Dataset
Now, lets have a look at the randomly selected raw testing dataset containing (1252 data points). For the sake of brevity we are displaying first six rows.
#testComputers <- scale(testComputers, center = scale_attr$`scaled:center`, scale = scale_attr$`scaled:scale`)
testComputers_data <- testComputers %>% as.data.frame() %>% round(4)
testComputers_data$Row.No <- as.numeric(row.names(testComputers_data))
testComputers_data <- testComputers_data %>% dplyr::select(Row.No,price,speed,hd,ram,screen,ads)
rownames(testComputers_data) <- NULL
Table(head(testComputers_data))| Row.No | price | speed | hd | ram | screen | ads |
|---|---|---|---|---|---|---|
| 3 | 1595 | 25 | 170 | 4 | 15 | 94 |
| 4 | 1849 | 25 | 170 | 8 | 14 | 94 |
| 7 | 1720 | 25 | 170 | 4 | 14 | 94 |
| 10 | 2575 | 50 | 210 | 4 | 15 | 94 |
| 11 | 2195 | 33 | 170 | 8 | 15 | 94 |
| 14 | 2295 | 25 | 245 | 8 | 14 | 94 |
Let us try to visualize the compressed Map A from the flow diagram below.
Figure 1: Flow map with highlighted bounding box in red around compressed map A
This package can perform vector quantization using the following algorithms -
For more information on vector quantization, refer the following link.
The HVT function constructs highly compressed hierarchical Voronoi tessellations. The raw data is first scaled and this scaled data is supplied as input to the vector quantization algorithm. The vector quantization algorithm compresses the dataset until a user-defined compression percentage/rate is achieved using a parameter called quantization error which acts as a threshold and determines the compression percentage. It means that for a given user-defined compression percentage we get the ‘n’ number of cells, then all of these cells formed will have a quantization error less than the threshold quantization error.
Let’s try to comprehend the HVT function first before moving ahead.
HVT(
dataset,
min_compression_perc,
n_cells,
depth,
quant.err,
distance_metric = c("L1_Norm", "L2_Norm"),
error_metric = c("mean", "max"),
quant_method = c("kmeans", "kmedoids"),
normalize = TRUE,
diagnose = FALSE,
hvt_validation = FALSE,
train_validation_split_ratio = 0.8
)Each of the parameters have been explained below :
dataset - A dataframe with numeric
columns.
min_compression_perc - An integer
indicating the minimum percent compression rate to be achieved for the
dataset.
n_cells - An integer indicating the
number of cells per hierarchy (level).
depth - An integer indicating the
number of levels. (1 = No hierarchy, 2 = 2 levels, etc …).
quant.error - A number indicating
the quantization error threshold. A cell will only breakdown. into
further cells if the quantization error of the cell is above the defined
quantization error threshold.
projection.scale - A number
indicating the scale factor for the tesselations so as to visualize the
sub-tesselations well enough.
scale_summary - A list with mean
and standard deviation values for all the features in the dataset. Pass
the scale summary when the input dataset is already scaled or normalize
is set to False.
distance_metric - The distance
metric can be L1_Norm or L2_Norm.
L1_Norm is selected by default. The distance metric is used
to calculate the distance between an n dimensional point
and centroid. The user can also pass a custom function to calculate this
distance.
error_metric - The error metric can
be mean or max. max is selected
by default. max will return the max of m
values and mean will take mean of m values
where each value is a distance between a point and centroid of the cell.
Moreover, the user can also pass a custom function to calculate the
error metric.
quant_method - The quantization
method can be kmeans or kmedoids.
kmeans is selected by default.
normalize - A logical value
indicating whether the columns in your dataset need to be normalized.
Default value is TRUE. The algorithm supports Z-score
normalization.
diagnose - A logical value
indicating whether user wants to perform diagnostics on the model.
Default value is TRUE.
hvt_validation - A logical value
indicating whether user wants to holdout a validation set and find mean
absolute deviation of the validation points from the centroid. Default
value is FALSE.
train_validation_split_ratio - A
numeric value indicating train validation split ratio. This argument is
only used when hvt_validation has been set to TRUE. Default value for
the argument is 0.8.
We will use the HVT function to compress our data while
preserving essential features of the dataset. Our goal is to achieve
data compression upto atleast 80%. In situations where the
compression ratio does not meet the desired target, we can explore
adjusting the model parameters as a potential solution. This involves
making modifications to parameters such as the
quantization error threshold or
increasing the number of cells and then rerunning the HVT
function again.
In our example we will iteratively increase the number of cells until the desired compression percentage is reached instead of increasing the quantization threshold because it may reduce the level of detail captured in the data representation
First, we will construct map A by using
the below mentioned model parameters.
We will pass the below mentioned model parameters along with training
dataset to HVT function.
Model Parameters
set.seed(240)
map_A <- list()
map_A <- muHVT::HVT(
trainComputers,
n_cells = 200,
depth = 1,
quant.err = 0.2,
projection.scale = 10,
normalize = T,
distance_metric = "L1_Norm",
error_metric = "max",
quant_method = "kmeans"
)Let’s checkout the compression summary.
compressionSummaryTable(map_A[[3]]$compression_summary)| segmentLevel | noOfCells | noOfCellsBelowQuantizationError | percentOfCellsBelowQuantizationErrorThreshold | parameters |
|---|---|---|---|---|
| 1 | 200 | 83 | 0.42 | n_cells: 200 quant.err: 0.2 distance_metric: L1_Norm error_metric: max quant_method: kmeans |
As it can be seen from the table above, 42% of cells have reached the quantization threshold error. Therefore we can further subdivide the cells by increasing the n_cells parameters and then see if desired compression (80%) is reached
Since, we are yet to achive atleast 80% compression. Let’s try to compress again using the below mentioned set of model parameters.
Model Parameters
map_A <- list()
map_A <-muHVT::HVT(trainComputers,
n_cells = 440,
quant.err = 0.2,
depth = 1,
distance_metric = "L1_Norm",
error_metric = "max",
quant_method = "kmeans",
normalize = T)As per the manual, map_A[[3]] gives us
detailed information about the hierarchical vector quantized data.
map_A[[3]][['summary']] gives a nice
tabular data containing no of points, Quantization Error and the
codebook.
The datatable displayed below is the summary from map A
summaryTable(map_A[[3]]$summary,scroll = T,limit = 500)| Segment.Level | Segment.Parent | Segment.Child | n | Cell.ID | Quant.Error | price | speed | hd | ram | screen | ads |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | 1 | 7 | 46 | 0.08 | -0.76 | -0.89 | -0.88 | -0.76 | -0.67 | 1.57 |
| 1 | 1 | 2 | 10 | 108 | 0.08 | -0.80 | -0.89 | -0.16 | -0.76 | -0.67 | 0.67 |
| 1 | 1 | 3 | 15 | 223 | 0.12 | 0.37 | -0.89 | -0.72 | -0.05 | 0.43 | -1.65 |
| 1 | 1 | 4 | 11 | 54 | 0.07 | -1.50 | -0.89 | -0.75 | -0.76 | -0.67 | 0.62 |
| 1 | 1 | 5 | 8 | 146 | 0.13 | -0.31 | 0.68 | -0.95 | -0.89 | -0.67 | -0.14 |
| 1 | 1 | 6 | 11 | 150 | 0.16 | -0.66 | 0.68 | -0.78 | -0.79 | -0.67 | -0.73 |
| 1 | 1 | 7 | 11 | 170 | 0.1 | 0.03 | -1.24 | -0.13 | -0.05 | -0.67 | 0.38 |
| 1 | 1 | 8 | 8 | 334 | 0.15 | 0.62 | 2.30 | 0.08 | -0.05 | 0.43 | 0.04 |
| 1 | 1 | 9 | 8 | 114 | 0.07 | -0.16 | 0.68 | -1.19 | -1.11 | -0.67 | 0.87 |
| 1 | 1 | 10 | 7 | 248 | 0.17 | 0.51 | -0.08 | 0.34 | -0.05 | -0.67 | -0.30 |
| 1 | 1 | 11 | 9 | 140 | 0.12 | -0.01 | 0.68 | -1.15 | -1.00 | -0.67 | 0.33 |
| 1 | 1 | 12 | 7 | 219 | 0.14 | -1.36 | 0.24 | 0.46 | -0.05 | -0.67 | -0.74 |
| 1 | 1 | 13 | 9 | 271 | 0.05 | -1.08 | 0.68 | 0.49 | -0.05 | 0.43 | -0.84 |
| 1 | 1 | 14 | 19 | 109 | 0.06 | -0.31 | -0.89 | -0.74 | -0.76 | -0.67 | 0.38 |
| 1 | 1 | 15 | 6 | 176 | 0.08 | -0.72 | -0.89 | -0.07 | -0.05 | 0.43 | 0.72 |
| 1 | 1 | 16 | 17 | 332 | 0.14 | 0.42 | 2.30 | 0.10 | -0.05 | 0.43 | 1.50 |
| 1 | 1 | 17 | 12 | 18 | 0.05 | -1.21 | -1.27 | -1.19 | -1.11 | -0.67 | 0.97 |
| 1 | 1 | 18 | 19 | 149 | 0.16 | -0.68 | -0.08 | -0.46 | -0.76 | 0.43 | 0.79 |
| 1 | 1 | 19 | 17 | 428 | 0.35 | 0.18 | 2.30 | 2.53 | 1.37 | 0.43 | -2.22 |
| 1 | 1 | 20 | 20 | 320 | 0.36 | 0.82 | -0.16 | -0.09 | -0.12 | 2.64 | 0.71 |
| 1 | 1 | 21 | 3 | 305 | 0.18 | 2.27 | -0.35 | -0.01 | -0.05 | -0.67 | -1.32 |
| 1 | 1 | 22 | 7 | 227 | 0.1 | -0.51 | -0.89 | 0.45 | -0.05 | 0.43 | -0.47 |
| 1 | 1 | 23 | 10 | 178 | 0.12 | 0.00 | 0.68 | -0.86 | -0.76 | -0.67 | -0.90 |
| 1 | 1 | 24 | 9 | 365 | 0.1 | 0.68 | -0.08 | 1.20 | 1.37 | 0.43 | -0.36 |
| 1 | 1 | 25 | 5 | 14 | 0.11 | -1.99 | -0.89 | -0.96 | -1.11 | -0.67 | 0.18 |
| 1 | 1 | 26 | 3 | 411 | 0.05 | 1.25 | -0.89 | 2.29 | 2.79 | 0.43 | 0.57 |
| 1 | 1 | 27 | 18 | 122 | 0.15 | -0.18 | -0.98 | -0.85 | -0.76 | 0.43 | 0.68 |
| 1 | 1 | 28 | 15 | 189 | 0.11 | 0.40 | -0.92 | 0.03 | -0.05 | -0.67 | 0.87 |
| 1 | 1 | 29 | 11 | 107 | 0.11 | -0.49 | -0.96 | -0.88 | -0.76 | -0.67 | -0.64 |
| 1 | 1 | 30 | 7 | 423 | 0.47 | 3.55 | 0.12 | 2.51 | 1.37 | -0.67 | 0.44 |
| 1 | 1 | 31 | 14 | 90 | 0.05 | -0.63 | -0.89 | -0.79 | -0.76 | -0.67 | 0.58 |
| 1 | 1 | 32 | 22 | 430 | 0.24 | 0.63 | 0.75 | 3.07 | 2.79 | 0.43 | -2.27 |
| 1 | 1 | 33 | 5 | 390 | 0.3 | 1.37 | -0.89 | 3.73 | -0.19 | -0.45 | 0.70 |
| 1 | 1 | 34 | 25 | 101 | 0.18 | -0.85 | -0.97 | -0.71 | -0.76 | 0.43 | 0.84 |
| 1 | 1 | 35 | 11 | 425 | 0.07 | 0.15 | 2.30 | 1.70 | 1.37 | 0.43 | -2.39 |
| 1 | 1 | 36 | 10 | 358 | 0.05 | 0.24 | -0.89 | 1.20 | 1.37 | 0.43 | -0.84 |
| 1 | 1 | 37 | 16 | 166 | 0.11 | 0.03 | 0.68 | -1.08 | -0.78 | -0.67 | -1.65 |
| 1 | 1 | 38 | 13 | 45 | 0.05 | -0.91 | -0.89 | -1.19 | -1.11 | -0.67 | 0.42 |
| 1 | 1 | 39 | 8 | 383 | 0.12 | 1.15 | 2.30 | 0.45 | 1.37 | -0.67 | -0.16 |
| 1 | 1 | 40 | 5 | 9 | 0.07 | -1.24 | -0.97 | -1.19 | -1.11 | -0.67 | 1.57 |
| 1 | 1 | 41 | 11 | 419 | 0.06 | 1.41 | -0.89 | 2.29 | 2.79 | 0.43 | -0.82 |
| 1 | 1 | 42 | 8 | 242 | 0.14 | -0.81 | -0.08 | 0.30 | -0.05 | 0.43 | -0.65 |
| 1 | 1 | 43 | 13 | 179 | 0.09 | 0.41 | 0.68 | -0.76 | -0.76 | -0.67 | 0.40 |
| 1 | 1 | 44 | 5 | 375 | 0.04 | 0.06 | -0.08 | 1.70 | 1.37 | 0.43 | -0.79 |
| 1 | 1 | 45 | 20 | 129 | 0.14 | -1.15 | 0.68 | -0.79 | -0.76 | -0.67 | -0.40 |
| 1 | 1 | 46 | 10 | 292 | 0.22 | 0.86 | 0.68 | -0.65 | -0.12 | 0.43 | -1.41 |
| 1 | 1 | 47 | 5 | 79 | 0.12 | -0.89 | -1.04 | -0.94 | -0.05 | -0.67 | 1.02 |
| 1 | 1 | 48 | 23 | 246 | 0.11 | -0.42 | 0.68 | 0.46 | -0.05 | -0.67 | -0.63 |
| 1 | 1 | 49 | 8 | 207 | 0.25 | 0.74 | -0.89 | -0.40 | -0.40 | 0.43 | 0.52 |
| 1 | 1 | 50 | 11 | 27 | 0.06 | -1.06 | -1.27 | -1.19 | -1.11 | -0.67 | 0.43 |
| 1 | 1 | 51 | 8 | 51 | 0.11 | -1.23 | -0.08 | -1.05 | -0.85 | -0.67 | 0.94 |
| 1 | 1 | 52 | 19 | 288 | 0.09 | 0.81 | -0.89 | 0.45 | 1.37 | -0.67 | 0.88 |
| 1 | 1 | 53 | 7 | 154 | 0.1 | -0.62 | 0.68 | -0.15 | -0.76 | -0.67 | 0.84 |
| 1 | 1 | 54 | 10 | 261 | 0.15 | 0.61 | -0.08 | -0.67 | -0.05 | 0.43 | -1.40 |
| 1 | 1 | 55 | 10 | 195 | 0.15 | 0.18 | 0.77 | -0.09 | -0.76 | -0.67 | 0.83 |
| 1 | 1 | 56 | 14 | 250 | 0.09 | 0.52 | 0.68 | -0.69 | -0.05 | -0.67 | -1.61 |
| 1 | 1 | 57 | 20 | 331 | 0.2 | -0.63 | 0.68 | 0.30 | -0.76 | 2.64 | -0.95 |
| 1 | 1 | 58 | 9 | 379 | 0.15 | 1.33 | -0.08 | -0.65 | -0.29 | 2.64 | -1.52 |
| 1 | 1 | 59 | 14 | 11 | 0.21 | -0.28 | -1.05 | -0.79 | -0.76 | 2.64 | 0.53 |
| 1 | 1 | 60 | 29 | 359 | 0.13 | 1.36 | 0.68 | 0.18 | 1.37 | 0.43 | 0.77 |
| 1 | 1 | 61 | 6 | 337 | 0.1 | 2.46 | 0.68 | 0.21 | -0.05 | -0.67 | -0.87 |
| 1 | 1 | 62 | 6 | 1 | 0.17 | -0.17 | -1.21 | -1.02 | -0.76 | 2.64 | 1.32 |
| 1 | 1 | 63 | 28 | 243 | 0.33 | -0.33 | 2.30 | -0.23 | -0.46 | -0.67 | -0.88 |
| 1 | 1 | 64 | 8 | 274 | 0.07 | 0.41 | -1.27 | 0.45 | 1.37 | -0.67 | 0.68 |
| 1 | 1 | 65 | 13 | 362 | 0.14 | 1.07 | 0.75 | 0.35 | 1.37 | 0.43 | 1.34 |
| 1 | 1 | 66 | 10 | 143 | 0.07 | -0.34 | -0.89 | -0.80 | -0.05 | -0.67 | -1.66 |
| 1 | 1 | 67 | 4 | 265 | 0.05 | -0.55 | 0.68 | 1.23 | -0.05 | -0.67 | -0.69 |
| 1 | 1 | 68 | 11 | 13 | 0.15 | -0.83 | -0.89 | -0.25 | -0.76 | 2.64 | -0.33 |
| 1 | 1 | 69 | 8 | 298 | 0.17 | -0.62 | 0.20 | 2.29 | -0.05 | -0.67 | -0.95 |
| 1 | 1 | 70 | 4 | 335 | 0.06 | 1.34 | -0.08 | 0.45 | 1.37 | -0.67 | -0.08 |
| 1 | 1 | 71 | 20 | 204 | 0.16 | 0.09 | -0.08 | 0.02 | -0.05 | -0.67 | 0.86 |
| 1 | 1 | 72 | 10 | 42 | 0.06 | -1.49 | -0.89 | -0.75 | -0.76 | -0.67 | 1.04 |
| 1 | 1 | 73 | 1 | 429 | 0 | 3.08 | 0.68 | 0.04 | 4.20 | 0.43 | 0.71 |
| 1 | 1 | 74 | 14 | 186 | 0.14 | -0.79 | -0.89 | 0.45 | -0.05 | -0.67 | -0.68 |
| 1 | 1 | 75 | 4 | 410 | 0.37 | 2.27 | 0.68 | 3.73 | -0.23 | -0.40 | 0.68 |
| 1 | 1 | 76 | 9 | 163 | 0.16 | 1.05 | -0.89 | -0.41 | -0.60 | -0.67 | 0.61 |
| 1 | 1 | 77 | 10 | 400 | 0.07 | -0.03 | 0.68 | 1.70 | 1.37 | 0.43 | -2.38 |
| 1 | 1 | 78 | 6 | 275 | 0.18 | 1.14 | 0.68 | 0.13 | -0.05 | -0.67 | -0.18 |
| 1 | 1 | 79 | 25 | 241 | 0.16 | -0.88 | 0.68 | 0.40 | -0.05 | -0.67 | -1.06 |
| 1 | 1 | 80 | 6 | 245 | 0.14 | -1.22 | 0.68 | -0.30 | -0.05 | 0.43 | -0.91 |
| 1 | 1 | 81 | 21 | 120 | 0.16 | -0.46 | -0.08 | -0.82 | -0.62 | -0.67 | 0.70 |
| 1 | 1 | 82 | 11 | 40 | 0.18 | -0.93 | -0.99 | -1.19 | -1.11 | 0.43 | 0.37 |
| 1 | 1 | 83 | 9 | 342 | 0.28 | 1.16 | 0.43 | -0.52 | -0.68 | 2.64 | 1.12 |
| 1 | 1 | 84 | 8 | 286 | 0.05 | -0.72 | 1.11 | 0.50 | -0.05 | 0.43 | -0.83 |
| 1 | 1 | 85 | 8 | 33 | 0.1 | -1.06 | -0.89 | -1.18 | -1.02 | -0.67 | -0.99 |
| 1 | 1 | 86 | 5 | 282 | 0.23 | -1.50 | 0.53 | 0.19 | -0.48 | 0.43 | -2.16 |
| 1 | 1 | 87 | 17 | 137 | 0.07 | -0.31 | 0.68 | -0.78 | -0.76 | -0.67 | 0.96 |
| 1 | 1 | 88 | 19 | 168 | 0.07 | -0.08 | -0.89 | 0.05 | -0.05 | -0.67 | 1.04 |
| 1 | 1 | 89 | 7 | 291 | 0.05 | 1.10 | -0.89 | 0.15 | 1.37 | -0.67 | 0.36 |
| 1 | 1 | 90 | 6 | 24 | 0.19 | -0.97 | -1.02 | -1.07 | -0.94 | 0.43 | -1.40 |
| 1 | 1 | 91 | 4 | 434 | 0.59 | 4.07 | 1.49 | 1.29 | 0.30 | 2.64 | 0.07 |
| 1 | 1 | 92 | 19 | 409 | 0.65 | 0.92 | 0.42 | 1.41 | 1.37 | 2.64 | -0.60 |
| 1 | 1 | 93 | 9 | 393 | 0.46 | 2.04 | 2.30 | 0.91 | -0.05 | -0.31 | -0.34 |
| 1 | 1 | 94 | 8 | 22 | 0.08 | -1.66 | -1.27 | -0.84 | -0.76 | -0.67 | 0.84 |
| 1 | 1 | 95 | 23 | 158 | 0.22 | -1.41 | 0.68 | -0.20 | -0.70 | -0.67 | -1.05 |
| 1 | 1 | 96 | 11 | 330 | 0.22 | 1.55 | 0.68 | -0.45 | -0.31 | 0.43 | -1.59 |
| 1 | 1 | 97 | 6 | 145 | 0.17 | 0.49 | -0.89 | -0.64 | -0.76 | -0.67 | -0.17 |
| 1 | 1 | 98 | 12 | 121 | 0.15 | 0.21 | -0.89 | -0.80 | -0.76 | -0.67 | -1.70 |
| 1 | 1 | 99 | 14 | 329 | 0.24 | 2.06 | 0.63 | 0.31 | -0.25 | 0.43 | 0.99 |
| 1 | 1 | 100 | 16 | 299 | 0.05 | 1.21 | -0.89 | 0.46 | 1.37 | -0.67 | 0.86 |
| 1 | 1 | 101 | 5 | 328 | 0.1 | -0.87 | 1.11 | 1.33 | -0.05 | 0.43 | -1.13 |
| 1 | 1 | 102 | 10 | 278 | 0.1 | 0.33 | -0.93 | 0.45 | 1.37 | -0.67 | 0.02 |
| 1 | 1 | 103 | 5 | 102 | 0.1 | -1.05 | 0.68 | -0.76 | -0.76 | -0.67 | 1.27 |
| 1 | 1 | 104 | 12 | 25 | 0.08 | -1.25 | -1.05 | -0.78 | -0.76 | -0.67 | 1.57 |
| 1 | 1 | 105 | 9 | 385 | 0.25 | 2.05 | 0.34 | -0.21 | -0.05 | 2.64 | 1.12 |
| 1 | 1 | 106 | 10 | 231 | 0.18 | -0.02 | -0.08 | 0.02 | -0.05 | 0.43 | 1.29 |
| 1 | 1 | 107 | 5 | 193 | 0.14 | -0.66 | -0.08 | -0.33 | -0.05 | -0.67 | -1.01 |
| 1 | 1 | 108 | 4 | 418 | 0.06 | -0.03 | 0.68 | 3.07 | 1.37 | 0.43 | -2.25 |
| 1 | 1 | 109 | 4 | 306 | 0.16 | 1.83 | 0.68 | -0.59 | -0.05 | -0.67 | -1.57 |
| 1 | 1 | 110 | 5 | 378 | 0.15 | 1.09 | 0.68 | 1.20 | 1.37 | 0.43 | -0.11 |
| 1 | 1 | 111 | 2 | 308 | 0.07 | -0.55 | 0.68 | 0.26 | 1.37 | -0.67 | -1.25 |
| 1 | 1 | 112 | 18 | 239 | 0.15 | 0.44 | 0.75 | 0.08 | -0.05 | -0.67 | 1.05 |
| 1 | 1 | 113 | 11 | 62 | 0.06 | -1.14 | -0.89 | -0.81 | -0.76 | -0.67 | 0.73 |
| 1 | 1 | 114 | 5 | 169 | 0.07 | -0.26 | -0.89 | 0.47 | -0.05 | -0.67 | 1.40 |
| 1 | 1 | 115 | 18 | 415 | 0.11 | 0.74 | -0.08 | 2.29 | 2.79 | 0.43 | -0.93 |
| 1 | 1 | 116 | 5 | 97 | 0.13 | 0.23 | -1.19 | -1.05 | -0.76 | -0.67 | 0.77 |
| 1 | 1 | 117 | 24 | 19 | 0.22 | -0.06 | 2.30 | -0.89 | -0.89 | -0.67 | 1.18 |
| 1 | 1 | 118 | 9 | 184 | 0.17 | -0.98 | 0.34 | -0.29 | -0.05 | -0.67 | -0.08 |
| 1 | 1 | 119 | 11 | 43 | 0.12 | -0.82 | -0.89 | -1.04 | -0.79 | -0.67 | -1.65 |
| 1 | 1 | 120 | 9 | 257 | 0.29 | 2.17 | -0.62 | 0.10 | -0.05 | -0.55 | 0.65 |
| 1 | 1 | 121 | 27 | 155 | 0.18 | 0.15 | 0.68 | -0.84 | -0.76 | -0.67 | 0.81 |
| 1 | 1 | 122 | 20 | 215 | 0.11 | 0.33 | -0.08 | -0.69 | -0.05 | -0.67 | -1.64 |
| 1 | 1 | 123 | 14 | 348 | 0.24 | 0.61 | 0.74 | 0.37 | 1.37 | 0.43 | 0.25 |
| 1 | 1 | 124 | 13 | 162 | 0.12 | 0.01 | -1.01 | -0.67 | -0.05 | -0.67 | -1.57 |
| 1 | 1 | 125 | 7 | 366 | 0.22 | 1.62 | 0.35 | -0.29 | 1.37 | -0.67 | -1.65 |
| 1 | 1 | 126 | 9 | 77 | 0.02 | -0.88 | -0.89 | -0.78 | -0.76 | -0.67 | 0.66 |
| 1 | 1 | 127 | 25 | 253 | 0.14 | 0.70 | 0.68 | 0.16 | -0.05 | -0.67 | 0.61 |
| 1 | 1 | 128 | 9 | 84 | 0.09 | -0.27 | -1.27 | -0.81 | -0.76 | -0.67 | 0.81 |
| 1 | 1 | 129 | 3 | 398 | 0.04 | -0.03 | -0.08 | 2.29 | 1.37 | 0.43 | -1.98 |
| 1 | 1 | 130 | 9 | 412 | 0.05 | 0.90 | -0.89 | 2.29 | 2.79 | 0.43 | -0.48 |
| 1 | 1 | 131 | 8 | 309 | 0.06 | 1.43 | -0.89 | 0.41 | 1.37 | -0.67 | 0.46 |
| 1 | 1 | 132 | 8 | 267 | 0.08 | 0.10 | 0.68 | 0.37 | -0.05 | 0.43 | 1.57 |
| 1 | 1 | 133 | 16 | 252 | 0.22 | 0.94 | -0.08 | -0.40 | -0.14 | 0.43 | 0.43 |
| 1 | 1 | 134 | 15 | 119 | 0.13 | -0.60 | -0.99 | -0.75 | -0.76 | 0.43 | 0.24 |
| 1 | 1 | 135 | 13 | 48 | 0.09 | -0.66 | -0.92 | -1.19 | -1.11 | -0.67 | 0.82 |
| 1 | 1 | 136 | 9 | 326 | 0.11 | 1.45 | -0.08 | 0.32 | 1.37 | -0.67 | 0.38 |
| 1 | 1 | 137 | 11 | 386 | 0.22 | 1.37 | 0.68 | -0.66 | -0.18 | 2.64 | -1.36 |
| 1 | 1 | 138 | 20 | 255 | 0.15 | 0.43 | -0.89 | -0.34 | -0.05 | 2.64 | 0.68 |
| 1 | 1 | 139 | 8 | 161 | 0.14 | -0.68 | -0.94 | -0.08 | -0.05 | 0.43 | 1.41 |
| 1 | 1 | 140 | 10 | 38 | 0.13 | -1.22 | -1.19 | -0.92 | -0.76 | 0.43 | 0.91 |
| 1 | 1 | 141 | 14 | 180 | 0.12 | 0.09 | 0.68 | -0.56 | -0.76 | -0.67 | 0.07 |
| 1 | 1 | 142 | 13 | 427 | 0.21 | 2.01 | 0.62 | 2.29 | 2.79 | 0.43 | -0.18 |
| 1 | 1 | 143 | 15 | 354 | 0.13 | 1.63 | 0.68 | 0.39 | 1.37 | -0.67 | 0.26 |
| 1 | 1 | 144 | 11 | 301 | 0.14 | 0.82 | -1.03 | 0.15 | 1.37 | -0.67 | -0.85 |
| 1 | 1 | 145 | 7 | 205 | 0.13 | 0.24 | -0.08 | -0.05 | -0.05 | -0.67 | 1.57 |
| 1 | 1 | 146 | 10 | 327 | 0.14 | 0.66 | 0.68 | 0.60 | 1.37 | -0.67 | 0.42 |
| 1 | 1 | 147 | 11 | 403 | 0.11 | 0.92 | 2.30 | 1.22 | 1.37 | 0.43 | -0.79 |
| 1 | 1 | 148 | 7 | 127 | 0.08 | -0.20 | -0.89 | -0.10 | -0.76 | -0.67 | 0.69 |
| 1 | 1 | 149 | 6 | 217 | 0.11 | 0.41 | -0.89 | 0.26 | -0.05 | -0.67 | -0.34 |
| 1 | 1 | 150 | 11 | 323 | 0.1 | 0.96 | -0.89 | 0.46 | 1.37 | 0.43 | 0.72 |
| 1 | 1 | 151 | 9 | 208 | 0.16 | 0.16 | 0.68 | -0.60 | -0.05 | -0.67 | 0.43 |
| 1 | 1 | 152 | 14 | 405 | 0.14 | -0.04 | 0.68 | 2.29 | 1.37 | 0.43 | -2.24 |
| 1 | 1 | 153 | 10 | 98 | 0.08 | -0.22 | -0.89 | -1.14 | -0.76 | -0.67 | 0.33 |
| 1 | 1 | 154 | 7 | 47 | 0.05 | -0.99 | -0.89 | -1.16 | -0.76 | -0.67 | 1.03 |
| 1 | 1 | 155 | 8 | 182 | 0.15 | -1.00 | 0.68 | 0.08 | -0.76 | -0.67 | -0.46 |
| 1 | 1 | 156 | 9 | 153 | 0.07 | -0.24 | -0.93 | 0.04 | -0.05 | -0.67 | 1.57 |
| 1 | 1 | 157 | 23 | 65 | 0.08 | -1.23 | -0.89 | -0.82 | -0.76 | -0.67 | 0.27 |
| 1 | 1 | 158 | 4 | 367 | 0.08 | 3.03 | -0.08 | 0.15 | -0.05 | -0.67 | -1.65 |
| 1 | 1 | 159 | 29 | 421 | 0.15 | 1.04 | 0.68 | 2.29 | 2.79 | 0.43 | -0.84 |
| 1 | 1 | 160 | 10 | 111 | 0.14 | -1.33 | -0.89 | 0.06 | -0.76 | -0.67 | -0.65 |
| 1 | 1 | 161 | 13 | 382 | 0.25 | 3.03 | 0.68 | 0.23 | -0.05 | -0.42 | -1.68 |
| 1 | 1 | 162 | 10 | 142 | 0.1 | -0.54 | -0.89 | -0.76 | -0.05 | -0.67 | -0.73 |
| 1 | 1 | 163 | 14 | 433 | 0.32 | 1.31 | -0.10 | 2.29 | 2.79 | 2.64 | -0.81 |
| 1 | 1 | 164 | 14 | 50 | 0.08 | -0.88 | -0.08 | -1.19 | -1.11 | -0.67 | 0.91 |
| 1 | 1 | 165 | 23 | 125 | 0.14 | -0.78 | 0.68 | -0.84 | -0.76 | -0.67 | 0.41 |
| 1 | 1 | 166 | 7 | 67 | 0.09 | -0.95 | 0.68 | -1.13 | -0.96 | -0.67 | 1.03 |
| 1 | 1 | 167 | 12 | 254 | 0.11 | -0.53 | 0.68 | 0.02 | -0.05 | 0.43 | -0.24 |
| 1 | 1 | 168 | 11 | 113 | 0.17 | -0.63 | -0.08 | -0.98 | -0.92 | -0.67 | -0.30 |
| 1 | 1 | 169 | 9 | 83 | 0.04 | -0.71 | -0.89 | -0.75 | -0.76 | -0.67 | 0.76 |
| 1 | 1 | 170 | 10 | 89 | 0.11 | -1.18 | -0.93 | -0.19 | -0.76 | -0.67 | 0.66 |
| 1 | 1 | 171 | 8 | 44 | 0.06 | -1.41 | -0.89 | -1.13 | -0.76 | -0.67 | 0.36 |
| 1 | 1 | 172 | 8 | 310 | 0.08 | 1.13 | -0.99 | 0.45 | 1.37 | -0.67 | -0.08 |
| 1 | 1 | 173 | 8 | 6 | 0.08 | -1.21 | -0.89 | -1.28 | -1.11 | -0.67 | -1.64 |
| 1 | 1 | 174 | 14 | 295 | 0.12 | -0.78 | -0.08 | 0.38 | -0.76 | 2.64 | -1.00 |
| 1 | 1 | 175 | 12 | 316 | 0.19 | 1.00 | -1.02 | -0.29 | 1.37 | -0.67 | -1.61 |
| 1 | 1 | 176 | 2 | 346 | 0.15 | 0.38 | -0.11 | 2.60 | -0.05 | 0.43 | 0.69 |
| 1 | 1 | 177 | 12 | 194 | 0.17 | -0.92 | 0.68 | -0.46 | -0.76 | 0.43 | -0.16 |
| 1 | 1 | 178 | 17 | 396 | 0.19 | 1.51 | 2.30 | 0.45 | 1.37 | -0.09 | 1.34 |
| 1 | 1 | 179 | 15 | 206 | 0.13 | -1.30 | -0.08 | 0.26 | -0.76 | 0.43 | -0.90 |
| 1 | 1 | 180 | 4 | 322 | 0.13 | 1.35 | -0.89 | -0.06 | 1.37 | 0.43 | 0.52 |
| 1 | 1 | 181 | 31 | 225 | 0.12 | -0.25 | 0.68 | 0.14 | -0.05 | -0.67 | 0.21 |
| 1 | 1 | 182 | 5 | 185 | 0.14 | 0.46 | -0.57 | -0.29 | -0.76 | 0.43 | 1.27 |
| 1 | 1 | 183 | 12 | 103 | 0.15 | -0.68 | -0.08 | -0.63 | -0.76 | -0.67 | 1.39 |
| 1 | 1 | 184 | 2 | 151 | 0.06 | -0.29 | -0.89 | 0.06 | -0.76 | -0.67 | -0.87 |
| 1 | 1 | 185 | 11 | 232 | 0.12 | -0.39 | 0.68 | 0.22 | -0.05 | -0.67 | -0.20 |
| 1 | 1 | 186 | 9 | 313 | 0.29 | 0.41 | -0.89 | 1.32 | 1.37 | -0.67 | 0.31 |
| 1 | 1 | 187 | 17 | 372 | 0.15 | 0.23 | 0.70 | 1.21 | 1.37 | 0.43 | -0.74 |
| 1 | 1 | 188 | 9 | 407 | 0.09 | 0.41 | 2.30 | 1.70 | 1.37 | 0.43 | -1.08 |
| 1 | 1 | 189 | 14 | 68 | 0.36 | -0.83 | 0.19 | -1.16 | -1.09 | 0.43 | 0.95 |
| 1 | 1 | 190 | 9 | 37 | 0.08 | -1.53 | -1.27 | -0.83 | -0.76 | -0.67 | 0.41 |
| 1 | 1 | 191 | 8 | 28 | 0.13 | -1.33 | -1.22 | -1.10 | -0.85 | -0.67 | -0.62 |
| 1 | 1 | 192 | 8 | 71 | 0.24 | -1.65 | -0.89 | -0.19 | -0.67 | -0.67 | 0.43 |
| 1 | 1 | 193 | 9 | 7 | 0.2 | -0.89 | -0.89 | -0.36 | -0.84 | 2.64 | 0.50 |
| 1 | 1 | 194 | 16 | 53 | 0.05 | -1.15 | -0.89 | -0.82 | -0.76 | -0.67 | 1.06 |
| 1 | 1 | 195 | 9 | 29 | 0.07 | -0.60 | -1.27 | -1.08 | -0.76 | -0.67 | -1.66 |
| 1 | 1 | 196 | 14 | 377 | 0.21 | 2.10 | 0.68 | 0.25 | 1.37 | 0.43 | 0.77 |
| 1 | 1 | 197 | 10 | 190 | 0.2 | -0.45 | -0.73 | -0.74 | -0.05 | 0.43 | -0.77 |
| 1 | 1 | 198 | 11 | 15 | 0.13 | -1.32 | -1.03 | -1.19 | -1.11 | 0.43 | 0.88 |
| 1 | 1 | 199 | 13 | 344 | 0.23 | 0.11 | 0.68 | 0.14 | -0.05 | 2.64 | -0.39 |
| 1 | 1 | 200 | 12 | 128 | 0.1 | 0.05 | -0.08 | -0.81 | -0.76 | -0.67 | 0.90 |
| 1 | 1 | 201 | 17 | 36 | 0.06 | -1.25 | -1.27 | -1.13 | -0.76 | -0.67 | 0.40 |
| 1 | 1 | 202 | 12 | 172 | 0.1 | -0.33 | -0.89 | -0.44 | -0.05 | 0.43 | 0.94 |
| 1 | 1 | 203 | 8 | 293 | 0.04 | -0.74 | 1.11 | 0.50 | -0.05 | 0.43 | -1.22 |
| 1 | 1 | 204 | 4 | 165 | 0.06 | 0.02 | -0.89 | -0.67 | -0.76 | 0.43 | -1.69 |
| 1 | 1 | 205 | 13 | 187 | 0.13 | 0.43 | -0.89 | -0.71 | -0.05 | -0.67 | -1.63 |
| 1 | 1 | 206 | 4 | 210 | 0.13 | 0.00 | 2.30 | -0.78 | -0.76 | 0.43 | 0.94 |
| 1 | 1 | 207 | 12 | 70 | 0.05 | -0.72 | -1.27 | -0.81 | -0.76 | -0.67 | 0.69 |
| 1 | 1 | 208 | 13 | 156 | 0.14 | 0.14 | -0.08 | -0.21 | -0.76 | -0.67 | 0.93 |
| 1 | 1 | 209 | 10 | 317 | 0.17 | 0.87 | 2.30 | 0.21 | -0.05 | -0.67 | 1.31 |
| 1 | 1 | 210 | 19 | 197 | 0.23 | -0.12 | 0.68 | -0.79 | -0.83 | 0.43 | 0.37 |
| 1 | 1 | 211 | 13 | 201 | 0.15 | 0.33 | -0.98 | -0.29 | -0.05 | -0.67 | -0.85 |
| 1 | 1 | 212 | 12 | 94 | 0.15 | -1.25 | -0.08 | -0.80 | -0.76 | -0.67 | 0.38 |
| 1 | 1 | 213 | 26 | 85 | 0.09 | -0.35 | -0.89 | -0.98 | -0.76 | -0.67 | -1.63 |
| 1 | 1 | 214 | 13 | 324 | 0.11 | 0.51 | 2.30 | 0.21 | -0.05 | 0.43 | 0.66 |
| 1 | 1 | 215 | 9 | 95 | 0.08 | -0.54 | 0.68 | -1.18 | -1.07 | -0.67 | 1.01 |
| 1 | 1 | 216 | 23 | 126 | 0.14 | -0.21 | -0.08 | -1.01 | -0.77 | -0.67 | -1.64 |
| 1 | 1 | 217 | 10 | 256 | 0.2 | 0.88 | 0.68 | -0.39 | -0.05 | -0.67 | -0.79 |
| 1 | 1 | 218 | 19 | 356 | 0.34 | -0.96 | 0.52 | 1.97 | -0.20 | -0.67 | -2.18 |
| 1 | 1 | 219 | 14 | 147 | 0.11 | 0.17 | -0.08 | -0.77 | -0.76 | -0.67 | 0.27 |
| 1 | 1 | 220 | 14 | 240 | 0.2 | 0.44 | 0.86 | 0.03 | -0.10 | -0.67 | 1.57 |
| 1 | 1 | 221 | 13 | 191 | 0.18 | 0.14 | -0.08 | -0.75 | -0.49 | 0.43 | 0.67 |
| 1 | 1 | 222 | 7 | 380 | 0.05 | 0.04 | -0.08 | 1.70 | 1.37 | 0.43 | -1.23 |
| 1 | 1 | 223 | 18 | 88 | 0.05 | -0.46 | -0.89 | -0.77 | -0.76 | -0.67 | 1.00 |
| 1 | 1 | 224 | 12 | 417 | 0.1 | 1.69 | 0.68 | 2.29 | 2.79 | -0.67 | 0.38 |
| 1 | 1 | 225 | 18 | 413 | 0.27 | 2.56 | 0.68 | -0.04 | 1.37 | 2.64 | 0.59 |
| 1 | 1 | 226 | 9 | 401 | 0.08 | 0.81 | -0.89 | 1.20 | 1.37 | 2.64 | -0.61 |
| 1 | 1 | 227 | 8 | 49 | 0.08 | -1.28 | -0.89 | -0.29 | -0.76 | -0.67 | 1.41 |
| 1 | 1 | 228 | 8 | 12 | 0.18 | -1.32 | -1.03 | -0.93 | -0.85 | 0.43 | 1.57 |
| 1 | 1 | 229 | 6 | 237 | 0.19 | 0.49 | 0.17 | -0.73 | -0.76 | 0.43 | -1.52 |
| 1 | 1 | 230 | 16 | 266 | 0.12 | -0.03 | 0.68 | 0.49 | -0.05 | 0.43 | 0.54 |
| 1 | 1 | 231 | 5 | 82 | 0.12 | -1.25 | -1.12 | -0.29 | -0.05 | -0.67 | 1.27 |
| 1 | 1 | 232 | 24 | 110 | 0.12 | -0.42 | -1.00 | -0.71 | -0.76 | -0.67 | -0.07 |
| 1 | 1 | 233 | 14 | 270 | 0.15 | 0.34 | -1.11 | 0.45 | 1.37 | -0.67 | 1.39 |
| 1 | 1 | 234 | 4 | 200 | 0.07 | -0.30 | -0.89 | 0.26 | -0.05 | 0.43 | 1.57 |
| 1 | 1 | 235 | 16 | 263 | 0.29 | 0.70 | 0.35 | -0.52 | -0.18 | 0.43 | -0.62 |
| 1 | 1 | 236 | 12 | 280 | 0.21 | 1.35 | 0.68 | -0.41 | -0.23 | 0.43 | 0.90 |
| 1 | 1 | 237 | 8 | 281 | 0.07 | -0.96 | 0.68 | 0.48 | -0.05 | 0.43 | -1.23 |
| 1 | 1 | 238 | 7 | 287 | 0.13 | 0.20 | 0.68 | 0.45 | -0.05 | 0.43 | -0.55 |
| 1 | 1 | 239 | 16 | 116 | 0.18 | -1.23 | -0.08 | -0.57 | -0.76 | -0.67 | -0.37 |
| 1 | 1 | 240 | 31 | 321 | 0.42 | -0.50 | 2.30 | 0.40 | -0.12 | -0.03 | -1.00 |
| 1 | 1 | 241 | 16 | 420 | 0.13 | 1.51 | -0.08 | 2.29 | 2.79 | 0.43 | -0.49 |
| 1 | 1 | 242 | 8 | 199 | 0.12 | 0.05 | -1.03 | 0.20 | -0.05 | -0.67 | -0.07 |
| 1 | 1 | 243 | 8 | 314 | 0.07 | 0.99 | -0.08 | 0.45 | 1.37 | -0.67 | 0.72 |
| 1 | 1 | 244 | 7 | 289 | 0.06 | -0.20 | 0.68 | 1.23 | -0.05 | 0.43 | 0.35 |
| 1 | 1 | 245 | 15 | 216 | 0.16 | -0.16 | 0.68 | 0.03 | -0.05 | -0.67 | 0.76 |
| 1 | 1 | 246 | 14 | 273 | 0.16 | 0.31 | 0.63 | 0.14 | -0.05 | 0.43 | 0.07 |
| 1 | 1 | 247 | 20 | 132 | 0.18 | -0.76 | -0.08 | -0.14 | -0.72 | -0.67 | 0.74 |
| 1 | 1 | 248 | 5 | 369 | 0.08 | -0.74 | 0.68 | 1.70 | -0.05 | 0.43 | -2.35 |
| 1 | 1 | 249 | 11 | 432 | 0.33 | 0.40 | 1.35 | 2.13 | 1.37 | 2.64 | -2.28 |
| 1 | 1 | 250 | 6 | 341 | 0.22 | 0.46 | 0.62 | 0.21 | 1.37 | 0.43 | 1.36 |
| 1 | 1 | 251 | 24 | 404 | 0.12 | 1.30 | -0.89 | 2.29 | 2.79 | -0.67 | 0.33 |
| 1 | 1 | 252 | 9 | 63 | 0.05 | -1.23 | -0.89 | -0.75 | -0.76 | -0.67 | 0.65 |
| 1 | 1 | 253 | 11 | 226 | 0.16 | 0.32 | -0.96 | -0.44 | -0.05 | 0.43 | -0.89 |
| 1 | 1 | 254 | 11 | 133 | 0.09 | -0.43 | -0.89 | -0.75 | -0.05 | -0.67 | 0.33 |
| 1 | 1 | 255 | 19 | 376 | 0.16 | 0.60 | 0.68 | 1.17 | 1.37 | 0.43 | -0.70 |
| 1 | 1 | 256 | 8 | 80 | 0.06 | -0.23 | -0.89 | -1.15 | -0.76 | -0.67 | 0.91 |
| 1 | 1 | 257 | 13 | 164 | 0.27 | -0.58 | 0.15 | -0.89 | -0.87 | 0.43 | -0.58 |
| 1 | 1 | 258 | 7 | 78 | 0.07 | -0.82 | -0.89 | -0.29 | -0.76 | -0.67 | 1.33 |
| 1 | 1 | 259 | 5 | 422 | 0.05 | 1.83 | -0.89 | 2.29 | 2.79 | 0.43 | -0.23 |
| 1 | 1 | 260 | 10 | 23 | 0.11 | -1.45 | -1.23 | -1.16 | -0.83 | -0.67 | -0.10 |
| 1 | 1 | 261 | 8 | 60 | 0.05 | -0.57 | -1.27 | -1.14 | -0.76 | -0.67 | 0.44 |
| 1 | 1 | 262 | 12 | 93 | 0.12 | -0.88 | -0.92 | -0.78 | -0.76 | -0.67 | -0.41 |
| 1 | 1 | 263 | 20 | 279 | 0.24 | 0.33 | 2.30 | 0.14 | -0.19 | -0.67 | 0.31 |
| 1 | 1 | 264 | 15 | 75 | 0.05 | -0.67 | -0.89 | -1.10 | -0.76 | -0.67 | 0.39 |
| 1 | 1 | 265 | 15 | 351 | 0.04 | 0.27 | -0.89 | 1.20 | 1.37 | 0.43 | -0.45 |
| 1 | 1 | 266 | 7 | 408 | 0.25 | 2.71 | -0.89 | -0.27 | 1.37 | 2.64 | 0.06 |
| 1 | 1 | 267 | 10 | 57 | 0.07 | -0.55 | -1.27 | -1.15 | -0.76 | -0.67 | 0.82 |
| 1 | 1 | 268 | 13 | 387 | 0.24 | 0.11 | 0.68 | 1.48 | -0.05 | 2.64 | -0.61 |
| 1 | 1 | 269 | 6 | 436 | 0.27 | 1.23 | 2.30 | 1.91 | 2.08 | 2.64 | -1.04 |
| 1 | 1 | 270 | 11 | 202 | 0.09 | 0.20 | -0.89 | 0.47 | -0.05 | -0.67 | 0.68 |
| 1 | 1 | 271 | 12 | 402 | 0.47 | 1.54 | 0.81 | 2.42 | 1.37 | 0.34 | 0.54 |
| 1 | 1 | 272 | 12 | 152 | 0.15 | -0.05 | -0.08 | -0.83 | -0.76 | -0.67 | -0.87 |
| 1 | 1 | 273 | 9 | 21 | 0.09 | -1.48 | -0.89 | -1.15 | -0.96 | -0.67 | 0.95 |
| 1 | 1 | 274 | 11 | 69 | 0.05 | -0.74 | -0.89 | -0.84 | -0.76 | -0.67 | 1.11 |
| 1 | 1 | 275 | 14 | 249 | 0.24 | -0.06 | -0.77 | -0.01 | -0.15 | 2.64 | 0.62 |
| 1 | 1 | 276 | 4 | 318 | 0.08 | -1.02 | 0.68 | 1.35 | -0.05 | 0.43 | -1.21 |
| 1 | 1 | 277 | 19 | 247 | 0.15 | 0.09 | 0.68 | -0.36 | -0.05 | 0.43 | 0.65 |
| 1 | 1 | 278 | 14 | 297 | 0.17 | 1.23 | 0.68 | 0.23 | -0.05 | 0.43 | 0.58 |
| 1 | 1 | 279 | 8 | 338 | 0.08 | 0.88 | 0.68 | 0.45 | 1.37 | -0.67 | 1.41 |
| 1 | 1 | 280 | 13 | 171 | 0.1 | -0.38 | -0.92 | 0.00 | -0.05 | -0.67 | 0.06 |
| 1 | 1 | 281 | 14 | 371 | 0.28 | -0.93 | 2.30 | 0.46 | -0.20 | -0.12 | -2.31 |
| 1 | 1 | 282 | 24 | 173 | 0.33 | -0.28 | 0.73 | -0.75 | -0.82 | 0.43 | 0.97 |
| 1 | 1 | 283 | 18 | 355 | 0.14 | 1.38 | 0.68 | -0.21 | 1.37 | 0.43 | 0.42 |
| 1 | 1 | 284 | 4 | 345 | 0.11 | 0.83 | -0.49 | -0.66 | 1.37 | 0.43 | -1.59 |
| 1 | 1 | 285 | 11 | 56 | 0.05 | -0.83 | -1.27 | -0.78 | -0.76 | -0.67 | 1.01 |
| 1 | 1 | 286 | 7 | 370 | 0.19 | 1.55 | 0.68 | -0.38 | 1.37 | 0.43 | -1.02 |
| 1 | 1 | 287 | 10 | 64 | 0.06 | -0.48 | -0.89 | -1.19 | -1.11 | -0.67 | 0.41 |
| 1 | 1 | 288 | 9 | 167 | 0.15 | -0.36 | -0.89 | -0.71 | -0.05 | 0.43 | 0.29 |
| 1 | 1 | 289 | 6 | 124 | 0.15 | -1.28 | -1.02 | -0.29 | -0.05 | -0.67 | -0.30 |
| 1 | 1 | 290 | 14 | 272 | 0.11 | -0.70 | 0.68 | 0.43 | -0.05 | 0.43 | -0.78 |
| 1 | 1 | 291 | 25 | 188 | 0.09 | 0.21 | -0.89 | 0.05 | -0.05 | -0.67 | 0.52 |
| 1 | 1 | 292 | 23 | 435 | 0.3 | 1.05 | 2.30 | 2.59 | 2.79 | 0.43 | -1.56 |
| 1 | 1 | 293 | 8 | 8 | 0.08 | -1.66 | -1.27 | -1.18 | -0.94 | -0.67 | 1.07 |
| 1 | 1 | 294 | 14 | 431 | 0.2 | 2.14 | 2.30 | 2.29 | 2.79 | -0.60 | 0.40 |
| 1 | 1 | 295 | 3 | 96 | 0.08 | -0.16 | -0.89 | -0.58 | -0.76 | -0.67 | 1.57 |
| 1 | 1 | 296 | 9 | 87 | 0.06 | -0.46 | -1.27 | -0.78 | -0.76 | -0.67 | 0.39 |
| 1 | 1 | 297 | 6 | 414 | 0.04 | 0.90 | -0.89 | 2.29 | 2.79 | 0.43 | -0.85 |
| 1 | 1 | 298 | 10 | 230 | 0.18 | 0.31 | -0.89 | 0.32 | -0.12 | 0.43 | 0.71 |
| 1 | 1 | 299 | 13 | 58 | 0.11 | -0.84 | -0.95 | -1.16 | -0.98 | -0.67 | -0.08 |
| 1 | 1 | 300 | 11 | 4 | 0.31 | 0.63 | -1.03 | -0.85 | -0.76 | 2.64 | 0.96 |
| 1 | 1 | 301 | 24 | 277 | 0.18 | 0.59 | 0.68 | 0.21 | -0.08 | 0.43 | 0.76 |
| 1 | 1 | 302 | 13 | 130 | 0.1 | -0.85 | -0.08 | -0.61 | -0.76 | -0.67 | -0.80 |
| 1 | 1 | 303 | 6 | 131 | 0.17 | -0.53 | 0.68 | -0.61 | -0.52 | -0.67 | 1.57 |
| 1 | 1 | 304 | 10 | 55 | 0.09 | -1.09 | -1.27 | -0.81 | -0.76 | -0.67 | 0.53 |
| 1 | 1 | 305 | 21 | 269 | 0.11 | -1.16 | 0.68 | 0.48 | -0.05 | -0.67 | -2.25 |
| 1 | 1 | 306 | 21 | 91 | 0.1 | -0.45 | -0.08 | -1.19 | -1.11 | -0.67 | 0.57 |
| 1 | 1 | 307 | 9 | 104 | 0.08 | -0.46 | -0.98 | -0.87 | -0.76 | -0.67 | -1.12 |
| 1 | 1 | 308 | 19 | 32 | 0.07 | -1.02 | -0.89 | -1.19 | -1.11 | -0.67 | 0.97 |
| 1 | 1 | 309 | 4 | 268 | 0.13 | 0.22 | -0.89 | 0.07 | -0.05 | 2.64 | 1.46 |
| 1 | 1 | 310 | 4 | 59 | 0.03 | -0.93 | -0.89 | -1.14 | -0.76 | -0.67 | 0.69 |
| 1 | 1 | 311 | 4 | 2 | 0.12 | -0.52 | -0.89 | -0.66 | -0.76 | 2.64 | 1.22 |
| 1 | 1 | 312 | 8 | 3 | 0.15 | -1.66 | -1.22 | -1.08 | -0.89 | -0.67 | 1.57 |
| 1 | 1 | 313 | 8 | 141 | 0.14 | -0.61 | -0.89 | -0.21 | -0.76 | 0.43 | 0.62 |
| 1 | 1 | 314 | 14 | 183 | 0.08 | -0.35 | -0.89 | 0.45 | -0.05 | -0.67 | 0.46 |
| 1 | 1 | 315 | 6 | 192 | 0.15 | 0.62 | -0.89 | -0.58 | -0.76 | 0.43 | -0.26 |
| 1 | 1 | 316 | 6 | 196 | 0.17 | -0.81 | -0.76 | -0.07 | -0.05 | 0.43 | 0.02 |
| 1 | 1 | 317 | 15 | 92 | 0.04 | -0.75 | -0.89 | -0.75 | -0.76 | -0.67 | 0.36 |
| 1 | 1 | 318 | 6 | 214 | 0.21 | 1.06 | 0.17 | -0.90 | -0.64 | -0.67 | -1.66 |
| 1 | 1 | 319 | 9 | 389 | 0.05 | 0.14 | 0.68 | 1.70 | 1.37 | 0.43 | -1.23 |
| 1 | 1 | 320 | 8 | 381 | 0.26 | -0.31 | 2.30 | 1.86 | -0.05 | -0.12 | -0.99 |
| 1 | 1 | 321 | 2 | 438 | 0.38 | 2.15 | 1.49 | 6.57 | 1.37 | 0.43 | -0.28 |
| 1 | 1 | 322 | 18 | 224 | 0.09 | -0.62 | 0.68 | 0.03 | -0.05 | -0.67 | -0.65 |
| 1 | 1 | 323 | 7 | 361 | 0.05 | 0.63 | -0.89 | 1.20 | 1.37 | 0.43 | -0.72 |
| 1 | 1 | 324 | 8 | 352 | 0.12 | 0.50 | -0.89 | 1.20 | 1.37 | 0.43 | -0.08 |
| 1 | 1 | 325 | 8 | 234 | 0.1 | -0.43 | 0.68 | -0.12 | -0.05 | 0.43 | 1.46 |
| 1 | 1 | 326 | 4 | 17 | 0.04 | -1.04 | -0.08 | -1.19 | -1.11 | -0.67 | 1.57 |
| 1 | 1 | 327 | 3 | 5 | 0.04 | -2.07 | -0.89 | -1.18 | -1.11 | -0.67 | 0.90 |
| 1 | 1 | 328 | 9 | 304 | 0.1 | -0.22 | 0.68 | 1.23 | -0.05 | 0.43 | -0.46 |
| 1 | 1 | 329 | 9 | 350 | 0.09 | -1.17 | 2.30 | 0.45 | -0.76 | -0.67 | -2.26 |
| 1 | 1 | 330 | 12 | 294 | 0.1 | 0.98 | -0.92 | 0.45 | 1.37 | -0.67 | 0.42 |
| 1 | 1 | 331 | 9 | 307 | 0.16 | 0.42 | -1.14 | 0.45 | 1.37 | 0.43 | 1.02 |
| 1 | 1 | 332 | 9 | 439 | 0.49 | 1.48 | 1.28 | 4.62 | 3.89 | 0.92 | -2.46 |
| 1 | 1 | 333 | 10 | 148 | 0.16 | -1.03 | -0.57 | -0.22 | -0.76 | 0.43 | -0.12 |
| 1 | 1 | 334 | 6 | 424 | 0.25 | 1.52 | 2.30 | 0.32 | 1.37 | 2.64 | 0.77 |
| 1 | 1 | 335 | 19 | 52 | 0.13 | -1.61 | -0.91 | -0.75 | -0.78 | -0.67 | -0.31 |
| 1 | 1 | 336 | 12 | 31 | 0.05 | -1.28 | -0.89 | -1.19 | -1.11 | -0.67 | 0.60 |
| 1 | 1 | 337 | 19 | 123 | 0.2 | -1.52 | -0.08 | -0.20 | -0.76 | -0.67 | -0.94 |
| 1 | 1 | 338 | 11 | 218 | 0.17 | -1.37 | 0.54 | 0.45 | -0.76 | -0.67 | -2.18 |
| 1 | 1 | 339 | 18 | 262 | 0.2 | 0.88 | 0.68 | -0.51 | -0.17 | 0.43 | 0.51 |
| 1 | 1 | 340 | 3 | 325 | 0.07 | -1.02 | 0.68 | 0.58 | -0.05 | 0.43 | -2.46 |
| 1 | 1 | 341 | 7 | 212 | 0.1 | -1.39 | 0.68 | -0.26 | -0.76 | 0.43 | -1.09 |
| 1 | 1 | 342 | 12 | 41 | 0.1 | -1.75 | -0.92 | -0.62 | -0.76 | -0.67 | -0.88 |
| 1 | 1 | 343 | 7 | 290 | 0.08 | 0.87 | -1.27 | 0.46 | 1.37 | -0.67 | 0.86 |
| 1 | 1 | 344 | 8 | 139 | 0.12 | -1.50 | -0.89 | 0.01 | -0.76 | 0.43 | -0.63 |
| 1 | 1 | 345 | 14 | 360 | 0.27 | 2.68 | 0.68 | 0.44 | -0.25 | 0.43 | 0.22 |
| 1 | 1 | 346 | 6 | 181 | 0.05 | -0.41 | -0.89 | -0.29 | -0.05 | 0.43 | 0.55 |
| 1 | 1 | 347 | 13 | 353 | 0.11 | 1.54 | 0.68 | 0.47 | 1.37 | -0.67 | 0.87 |
| 1 | 1 | 348 | 8 | 349 | 0.13 | 1.34 | 0.30 | 0.15 | 1.37 | -0.67 | -0.87 |
| 1 | 1 | 349 | 6 | 61 | 0.04 | -0.65 | -0.89 | -1.14 | -0.76 | -0.67 | 0.94 |
| 1 | 1 | 350 | 21 | 336 | 0.25 | 0.45 | 0.68 | 0.04 | -0.12 | 2.64 | 0.86 |
| 1 | 1 | 351 | 12 | 235 | 0.26 | -0.42 | 0.36 | -0.39 | -0.76 | 2.64 | 0.12 |
| 1 | 1 | 352 | 10 | 115 | 0.16 | -1.06 | -1.08 | -0.38 | -0.05 | -0.67 | 0.60 |
| 1 | 1 | 353 | 5 | 339 | 0.15 | -0.28 | 0.22 | 2.29 | -0.05 | 0.43 | -0.55 |
| 1 | 1 | 354 | 16 | 397 | 0.34 | -0.72 | 2.30 | 1.86 | -0.14 | -0.26 | -2.30 |
| 1 | 1 | 355 | 4 | 236 | 0.15 | -0.45 | 0.68 | -0.08 | -0.05 | -0.67 | -1.43 |
| 1 | 1 | 356 | 11 | 160 | 0.1 | -0.31 | -1.27 | 0.12 | -0.05 | -0.67 | 0.58 |
| 1 | 1 | 357 | 15 | 10 | 0.12 | -1.28 | -1.27 | -1.05 | -0.83 | -0.67 | -1.64 |
| 1 | 1 | 358 | 4 | 392 | 0.2 | 0.97 | 2.30 | 0.54 | 1.37 | 0.43 | 0.28 |
| 1 | 1 | 359 | 10 | 144 | 0.11 | 0.46 | -0.89 | -0.29 | -0.76 | -0.67 | 0.75 |
| 1 | 1 | 360 | 7 | 213 | 0.07 | -0.32 | -0.89 | 0.48 | -0.05 | 0.43 | 0.59 |
| 1 | 1 | 361 | 9 | 394 | 0.28 | 2.75 | 0.68 | -0.09 | -0.29 | 2.64 | 0.44 |
| 1 | 1 | 362 | 7 | 340 | 0.2 | 0.97 | -1.00 | 0.03 | 1.37 | 0.43 | -0.83 |
| 1 | 1 | 363 | 21 | 251 | 0.24 | 1.15 | 0.68 | -0.21 | -0.12 | -0.67 | 0.79 |
| 1 | 1 | 364 | 11 | 118 | 0.1 | 0.14 | -0.89 | -0.84 | -0.76 | -0.67 | 0.42 |
| 1 | 1 | 365 | 12 | 99 | 0.04 | -0.35 | -0.89 | -0.79 | -0.76 | -0.67 | 0.76 |
| 1 | 1 | 366 | 8 | 388 | 0.15 | 1.15 | 2.30 | 0.73 | 1.37 | -0.67 | 0.52 |
| 1 | 1 | 367 | 8 | 260 | 0.14 | 0.41 | 0.68 | 0.40 | -0.05 | -0.67 | -0.36 |
| 1 | 1 | 368 | 12 | 117 | 0.09 | -0.93 | -0.89 | -0.04 | -0.76 | -0.67 | 0.01 |
| 1 | 1 | 369 | 12 | 303 | 0.05 | -0.52 | 0.68 | 1.23 | -0.05 | 0.43 | -0.83 |
| 1 | 1 | 370 | 7 | 395 | 0.21 | 1.06 | 2.30 | 0.16 | -0.05 | 2.64 | 0.75 |
| 1 | 1 | 371 | 17 | 81 | 0.13 | -1.49 | -0.91 | -0.30 | -0.76 | -0.67 | -0.20 |
| 1 | 1 | 372 | 10 | 209 | 0.28 | 0.96 | 0.60 | -0.64 | -0.76 | -0.67 | -0.04 |
| 1 | 1 | 373 | 17 | 66 | 0.08 | -1.33 | -0.89 | -0.81 | -0.76 | -0.67 | -0.51 |
| 1 | 1 | 374 | 14 | 136 | 0.12 | -0.28 | -0.92 | -0.50 | -0.05 | -0.67 | 1.05 |
| 1 | 1 | 375 | 20 | 198 | 0.09 | -0.42 | -0.89 | 0.45 | -0.05 | -0.67 | -0.41 |
| 1 | 1 | 376 | 16 | 26 | 0.08 | -1.40 | -1.27 | -1.15 | -0.76 | -0.67 | 0.81 |
| 1 | 1 | 377 | 7 | 343 | 0.22 | 0.87 | -0.89 | -0.65 | -0.35 | 2.64 | -1.45 |
| 1 | 1 | 378 | 10 | 39 | 0.06 | -1.04 | -1.27 | -1.11 | -0.76 | -0.67 | 0.91 |
| 1 | 1 | 379 | 8 | 229 | 0.09 | 0.17 | 0.68 | -0.63 | -0.05 | -0.67 | -0.85 |
| 1 | 1 | 380 | 15 | 175 | 0.14 | 0.41 | -0.89 | -0.46 | -0.05 | -0.67 | 0.41 |
| 1 | 1 | 381 | 13 | 35 | 0.07 | -1.28 | -1.27 | -0.82 | -0.76 | -0.67 | 1.03 |
| 1 | 1 | 382 | 14 | 220 | 0.09 | -0.81 | -0.08 | 0.45 | -0.05 | -0.67 | -0.96 |
| 1 | 1 | 383 | 11 | 283 | 0.12 | 0.38 | 2.30 | -0.05 | -0.05 | -0.67 | 1.46 |
| 1 | 1 | 384 | 10 | 134 | 0.12 | -0.09 | 1.02 | -0.78 | -0.76 | -0.67 | 1.36 |
| 1 | 1 | 385 | 14 | 416 | 0.08 | 1.33 | -0.89 | 2.29 | 2.79 | 0.43 | -0.30 |
| 1 | 1 | 386 | 15 | 76 | 0.18 | -1.35 | -0.94 | -0.63 | -0.81 | 0.43 | 0.43 |
| 1 | 1 | 387 | 23 | 157 | 0.08 | -0.37 | -0.89 | -0.04 | -0.05 | -0.67 | 0.67 |
| 1 | 1 | 388 | 4 | 391 | 0.26 | 1.95 | 0.49 | 0.42 | -0.05 | 2.64 | 0.27 |
| 1 | 1 | 389 | 6 | 105 | 0.08 | -0.68 | 0.68 | -1.25 | -1.11 | -0.67 | -1.44 |
| 1 | 1 | 390 | 8 | 315 | 0.16 | 0.60 | -1.08 | 0.37 | 1.37 | 0.43 | 0.25 |
| 1 | 1 | 391 | 14 | 72 | 0.04 | -0.78 | -0.89 | -0.76 | -0.76 | -0.67 | 0.96 |
| 1 | 1 | 392 | 8 | 259 | 0.15 | 0.35 | 0.79 | -0.12 | -0.05 | 0.43 | 1.28 |
| 1 | 1 | 393 | 18 | 222 | 0.1 | -0.38 | -0.08 | 0.45 | -0.05 | -0.67 | -0.53 |
| 1 | 1 | 394 | 11 | 333 | 0.06 | 1.49 | -0.08 | 0.46 | 1.37 | -0.67 | 0.89 |
| 1 | 1 | 395 | 15 | 276 | 0.1 | -0.28 | 0.68 | 0.32 | -0.05 | 0.43 | -0.74 |
| 1 | 1 | 396 | 9 | 16 | 0.11 | -1.53 | -1.27 | -1.19 | -1.03 | -0.67 | 0.53 |
| 1 | 1 | 397 | 9 | 364 | 0.08 | 0.27 | -0.08 | 1.20 | 1.37 | 0.43 | -0.75 |
| 1 | 1 | 398 | 10 | 211 | 0.14 | 0.00 | -1.00 | -0.05 | -0.05 | 0.43 | 0.18 |
| 1 | 1 | 399 | 7 | 384 | 0.25 | 0.30 | 0.74 | 1.76 | 1.37 | 0.43 | -0.80 |
| 1 | 1 | 400 | 6 | 177 | 0.14 | 1.15 | -0.08 | -0.61 | -0.76 | -0.67 | 0.67 |
| 1 | 1 | 401 | 19 | 203 | 0.11 | -0.13 | -1.01 | 0.05 | -0.05 | 0.43 | 0.76 |
| 1 | 1 | 402 | 8 | 312 | 0.09 | 0.73 | -0.08 | 0.45 | 1.37 | -0.67 | 1.41 |
| 1 | 1 | 403 | 9 | 258 | 0.2 | -0.18 | -0.89 | 2.29 | -0.05 | -0.67 | -0.38 |
| 1 | 1 | 404 | 11 | 244 | 0.16 | -1.09 | 0.68 | 0.39 | -0.76 | 0.43 | -0.94 |
| 1 | 1 | 405 | 11 | 319 | 0.21 | 0.03 | 0.54 | 2.29 | -0.05 | -0.67 | -0.36 |
| 1 | 1 | 406 | 15 | 159 | 0.08 | -0.10 | -1.27 | 0.08 | -0.05 | -0.67 | 0.91 |
| 1 | 1 | 407 | 33 | 221 | 0.14 | 0.64 | -0.08 | -0.05 | -0.05 | -0.67 | 0.68 |
| 1 | 1 | 408 | 11 | 112 | 0.09 | -0.50 | 0.68 | -1.18 | -1.08 | -0.67 | 0.48 |
| 1 | 1 | 409 | 17 | 399 | 0.31 | 1.42 | 0.73 | 0.26 | 1.37 | 2.64 | 0.75 |
| 1 | 1 | 410 | 5 | 20 | 0.08 | -1.28 | -1.27 | -1.05 | -0.90 | -0.67 | -1.12 |
| 1 | 1 | 411 | 6 | 34 | 0.08 | -0.85 | -0.08 | -1.25 | -1.11 | -0.67 | -1.44 |
| 1 | 1 | 412 | 6 | 426 | 0.2 | 3.36 | 0.68 | -0.27 | 1.37 | 2.64 | -0.22 |
| 1 | 1 | 413 | 12 | 285 | 0.1 | 0.72 | -1.24 | 0.30 | 1.37 | -0.67 | 0.32 |
| 1 | 1 | 414 | 8 | 363 | 0.08 | 1.28 | 1.11 | 0.45 | 1.37 | -0.67 | 1.36 |
| 1 | 1 | 415 | 8 | 437 | 0.27 | 1.02 | 1.00 | 3.07 | 2.79 | 2.64 | -2.30 |
| 1 | 1 | 416 | 7 | 284 | 0.19 | 0.20 | -0.66 | -0.74 | -0.05 | 2.64 | -0.71 |
| 1 | 1 | 417 | 9 | 264 | 0.06 | 0.29 | -0.89 | 0.45 | 1.37 | -0.67 | 0.66 |
| 1 | 1 | 418 | 21 | 238 | 0.21 | 0.24 | -0.08 | -0.09 | -0.05 | 0.43 | 0.69 |
| 1 | 1 | 419 | 3 | 296 | 0.02 | -0.47 | 0.68 | 0.03 | -0.05 | 0.43 | -2.34 |
| 1 | 1 | 420 | 10 | 100 | 0.16 | -0.44 | -0.97 | -0.87 | -0.76 | 0.43 | 1.21 |
| 1 | 1 | 421 | 11 | 174 | 0.15 | -0.61 | 0.68 | -0.02 | -0.76 | -0.67 | 0.17 |
| 1 | 1 | 422 | 9 | 311 | 0.25 | 1.52 | -0.53 | -0.55 | -0.76 | 2.64 | 0.36 |
| 1 | 1 | 423 | 6 | 135 | 0.09 | -0.58 | -1.27 | 0.12 | -0.05 | -0.67 | 1.29 |
| 1 | 1 | 424 | 5 | 368 | 0.15 | 2.37 | 0.68 | 0.36 | 1.37 | -0.67 | 0.68 |
| 1 | 1 | 425 | 9 | 373 | 0.12 | 1.65 | 0.68 | 0.39 | 1.37 | 0.43 | -0.01 |
| 1 | 1 | 426 | 10 | 228 | 0.13 | 0.42 | -0.08 | -0.33 | -0.05 | -0.67 | -0.92 |
| 1 | 1 | 427 | 20 | 86 | 0.22 | -1.23 | -0.93 | -0.85 | -0.83 | 0.43 | -0.46 |
| 1 | 1 | 428 | 7 | 106 | 0.06 | -0.07 | -0.89 | -0.76 | -0.76 | -0.67 | 0.98 |
| 1 | 1 | 429 | 8 | 138 | 0.12 | -0.45 | -0.99 | -0.78 | -0.76 | 0.43 | -0.77 |
| 1 | 1 | 430 | 8 | 30 | 0.12 | -0.51 | 1.05 | -1.19 | -1.11 | -0.67 | 1.36 |
| 1 | 1 | 431 | 19 | 357 | 0.16 | 1.03 | 0.68 | -0.27 | -0.05 | 2.64 | 0.61 |
| 1 | 1 | 432 | 20 | 406 | 0.38 | 0.02 | 2.30 | 0.99 | -0.05 | 2.64 | -1.12 |
| 1 | 1 | 433 | 10 | 302 | 0.26 | 1.83 | 0.53 | -0.09 | -0.33 | 0.43 | 0.24 |
| 1 | 1 | 434 | 5 | 73 | 0.04 | -0.72 | -0.89 | -0.95 | -0.76 | -0.67 | 0.82 |
| 1 | 1 | 435 | 1 | 440 | 0 | 5.51 | 0.68 | 3.07 | 4.20 | 2.64 | 0.50 |
| 1 | 1 | 436 | 14 | 300 | 0.29 | 2.04 | 0.68 | 0.38 | -0.15 | -0.67 | 0.69 |
| 1 | 1 | 437 | 19 | 74 | 0.1 | -1.10 | -0.89 | -0.81 | -0.76 | -0.67 | -0.90 |
| 1 | 1 | 438 | 7 | 347 | 0.13 | 1.21 | -0.08 | 0.41 | 1.37 | 0.43 | 0.59 |
| 1 | 1 | 439 | 31 | 374 | 0.28 | -0.27 | 0.87 | 0.49 | -0.05 | 2.64 | -1.24 |
| 1 | 1 | 440 | 17 | 233 | 0.2 | -0.48 | 0.68 | -0.10 | -0.13 | 0.43 | 0.60 |
Now let us understand what each column in the above table means:
Segment.Level - Level of the cell.
In this case, we have performed Vector Quantization for depth 1. Hence
Segment Level is 1.
Segment.Parent - Parent segment of
the cell.
Segment.Child (Cell.Number) - The
children of a particular cell. In this case, it is the total number of
cells at which we achieved the defined compression percentage.
n - No of points in each
cell.
Cell.ID - Cell_ID’s are generated
for the multivariate data using 1-D Sammon’s Projection
algorithm.
Quant.Error - Quantization Error
for each cell.
All the columns after this will contain centroids for each cell. They can also be called a codebook, which represents a collection of all centroids or codewords.
Now, let’s check the compression summary for HVT (map A). The table below shows no of cells, no of cells having quantization error below threshold and percentage of cells having quantization error below threshold for each level.
mapA_compression_summary <- map_A[[3]]$compression_summary %>% dplyr::mutate_if(is.numeric, funs(round(.,4)))
compressionSummaryTable(mapA_compression_summary)| segmentLevel | noOfCells | noOfCellsBelowQuantizationError | percentOfCellsBelowQuantizationErrorThreshold | parameters |
|---|---|---|---|---|
| 1 | 440 | 355 | 0.81 | n_cells: 440 quant.err: 0.2 distance_metric: L1_Norm error_metric: max quant_method: kmeans |
As it can be seen from the table above,
81% of the cells have hit the quantization
threshold error.Since we are successfully able to attain the desired
compression percentage, so we will not further subdivide the
cells
Now let’s try to understand plotHVT function. The parameters have been explained in detail below:
plotHVT(hvt.results, line.width, color.vec, pch1 = 21, centroid.size = 3, title = NULL, maxDepth = 1)hvt.results - A list containing the
output of the HVT function which has the details of the tessellations to
be plotted.
line.width - A vector indicating
the line widths of the tessellation boundaries for each layer.
color.vec - A vector indicating the
colors of the tessellations boundaries at each layer.
pch1 - Symbol type of the centroids
of the tessellations (parent levels). Refer points (default =
21)
centroid.size - Size of centroids
of first level tessellations (default = 3).
title - Set a title for the plot
(default = NULL).
Let’s plot the Voronoi tessellation for layer 1 (map A).
muHVT::plotHVT(map_A,
line.width = c(0.4),
color.vec = c("#141B41"),
centroid.size = 0.01,
maxDepth = 1) Figure 2: The Voronoi Tessellation for layer 1 (map A) shown for the 440 cells in the dataset ’computers’
Heat Maps
We will now overlay all the features as heatmap over the Voronoi Tessellation plot for better visualization and identification of patterns, trends, and variations in the data.
Let’s have a look at the function hvtHmap that we will
use to overlay features as heatmap.
hvtHmap(hvt.results, dataset, child.level, hmap.cols, color.vec ,line.width, palette.color = 6)hvt.results - A list of results
obtained from the HVT function (map_A).
dataset - A dataframe containing
the variables to overlay as a heatmap. The user can pass an external
dataset or the dataset that was used to perform hierarchical vector
quantization. The dataset should have the same number of points as the
dataset used to perform hierarchical Vector Quantization in the HVT
function.
child.level - A number indicating
the level for which the heat map is to be plotted.
hmap.cols - The column number of
column name from the dataset indicating the variables for which the heat
map is to be plotted. To plot the quantization error as heatmap, pass
'quant_error'. Similarly to plot the no of points in each
cell as heatmap, pass 'no_of_points' as a
parameter.
color.vec - A color vector such
that length(color.vec) = child.level (default = NULL).
line.width - A line width vector
such that length(line.width) = child.level (default = NULL).
palette.color - A number indicating
the heat map color palette. 1 - rainbow, 2 - heat.colors, 3 -
terrain.colors, 4 - topo.colors, 5 - cm.colors, 6 - BlCyGrYlRd
(Blue,Cyan,Green,Yellow,Red) color (default = 6).
show.points - A boolean indicating
whether the centroids should be plotted on the tessellations (default =
FALSE).
Now let’s plot the Voronoi Tessellation with the heatmap overlaid for all the features in the torus data for better visualization and interpretation of data patterns and distributions.
The heatmaps displayed below provides a visual representation of the spatial characteristics of the computers data, allowing us to observe patterns and trends in the distribution of each of the features (n,price,speed,hd,ram,screen,ads). The sheer green shades highlight regions with higher values in each of the heatmaps, while the indigo shades indicate areas with the lowest values in each of the heatmaps. By analyzing these heatmaps, we can gain insights into the variations and relationships between each of these features within the computers data.
hvtHmap(
map_A,
trainComputers,
child.level = 1,
hmap.cols = "n",
line.width = c(0.2),
color.vec = c("#141B41"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 440,
) Figure 3: The Voronoi Tessellation with the heat map overlaid for No. of entities in each cell
hvtHmap(
map_A,
trainComputers,
child.level = 1,
hmap.cols = "price",
line.width = c(0.2),
color.vec = c("#141B41"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 440,
) Figure 4: The Voronoi Tessellation with the heat map overlaid for variable ’price’ in the ’computers’ dataset
hvtHmap(
map_A,
trainComputers,
child.level = 1,
hmap.cols = "speed",
line.width = c(0.2),
color.vec = c("#141B41"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 440,
) Figure 5: The Voronoi Tessellation with the heat map overlaid for variable ’speed’ in the ’computers’ dataset
hvtHmap(
map_A,
trainComputers,
child.level = 1,
hmap.cols = "hd",
line.width = c(0.2),
color.vec = c("#141B41"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 440,
) Figure 6: The Voronoi Tessellation with the heat map overlaid for variable ’hd’ in the ’computers’ dataset
hvtHmap(
map_A,
trainComputers,
child.level = 1,
hmap.cols = "ram",
line.width = c(0.2),
color.vec = c("#141B41"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 440,
) Figure 7: The Voronoi Tessellation with the heat map overlaid for variable ’ram’ in the ’computers’ dataset
hvtHmap(
map_A,
trainComputers,
child.level = 1,
hmap.cols = "screen",
line.width = c(0.2),
color.vec = c("#141B41"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 440,
) Figure 8: The Voronoi Tessellation with the heat map overlaid for variable ’screen’ in the ’computers’ dataset
hvtHmap(
map_A,
trainComputers,
child.level = 1,
hmap.cols = "ads",
line.width = c(0.2),
color.vec = c("#141B41"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 440,
) Figure 9: The Voronoi Tessellation with the heat map overlaid for variable ’ads’ in the ’computers’ dataset
Let us try to visualize the Map B from the flow diagram below.
Figure 10: Flow map with highlighted bounding box in red around map B
In this section, we will manually figure out the novelty cells from the plotted map A and store it in identified_Novelty_cells variable.
Note: For manual selecting the novelty cells from
map A, one can enhance its interactivity by adding plotly elements to
the code. This will transform map A into an interactive plot, allowing
users to actively engage with the data. By hovering over the centroids
of the cells, a tag containing segment child information
will be displayed. Users can explore the map by hovering over different
cells and selectively choose the novelty cells they wish to consider.
Added an image for reference.
Figure 11: Manually selecting novelty cells
The removeNovelty function removes the
identified novelty cell(s) from the dataset and stores those records
separately.
It takes input as the cell number (Segment.Child) of the manually
identified novelty cell(s) from the above table and the compressed HVT
map (map A). It returns a list of two items:
dataset with novelty records, and a subset of the
dataset without the novelty records.
identified_Novelty_cells <<- c(73,321,332,338,435)
output_list <- removeNovelty(identified_Novelty_cells, map_A)[1] “The following cell(s) have been removed as outliers from the dataset: 73 321 332 338 435”
data_with_novelty <- output_list[[1]]
dataset_without_novelty <- output_list[[2]]Let’s have a look at the data with novelties.For the sake of brevity, we will only show the first 10 rows.
novelty_data <- data_with_novelty
novelty_data$Row.No <- row.names(novelty_data)
novelty_data <- novelty_data %>% dplyr::select("Row.No","Cell.ID","Cell.Number","price","speed","hd","ram","screen","ads")
colnames(novelty_data) <- c("Row.No","Cell.ID","Segment.Child","price","speed","hd","ram","screen","ads")
novelty_data %>% head(100) %>%
as.data.frame() %>%
Table(scroll = T, limit = 20)| Row.No | Cell.ID | Segment.Child | price | speed | hd | ram | screen | ads |
|---|---|---|---|---|---|---|---|---|
| 1 | 429 | 73 | 3.0762240 | 0.6794579 | 0.0421969 | 4.2031619 | 0.4307274 | 0.7120258 |
| 2 | 438 | 321 | 2.6449847 | 0.6794579 | 6.5710368 | 1.3676416 | 0.4307274 | 0.6851382 |
| 3 | 438 | 321 | 1.6578103 | 2.2969425 | 6.5710368 | 1.3676416 | 0.4307274 | -1.2507722 |
| 4 | 439 | 332 | 0.9130997 | 0.6794579 | 4.6232922 | 2.7854017 | 0.4307274 | -2.4607161 |
| 5 | 439 | 332 | 1.8569770 | 1.1076156 | 4.6232922 | 4.2031619 | 2.6404120 | -2.4607161 |
| 6 | 439 | 332 | 1.5192595 | 2.2969425 | 4.6232922 | 4.2031619 | 0.4307274 | -2.4607161 |
| 7 | 439 | 332 | 1.4482522 | 1.1076156 | 4.6232922 | 4.2031619 | 0.4307274 | -2.4607161 |
| 8 | 439 | 332 | 1.8569770 | 1.1076156 | 4.6232922 | 4.2031619 | 2.6404120 | -2.4607161 |
| 9 | 439 | 332 | 1.1555636 | 2.2969425 | 4.6232922 | 2.7854017 | 0.4307274 | -2.4607161 |
| 10 | 439 | 332 | 1.7773103 | 1.1076156 | 4.6232922 | 4.2031619 | 0.4307274 | -2.4607161 |
| 11 | 439 | 332 | 1.3460710 | 0.6794579 | 4.6232922 | 4.2031619 | 0.4307274 | -2.4607161 |
| 12 | 439 | 332 | 1.4482522 | 1.1076156 | 4.6232922 | 4.2031619 | 0.4307274 | -2.4607161 |
| 13 | 218 | 338 | -1.4959522 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -2.2993903 |
| 14 | 218 | 338 | -1.5115391 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -1.9767386 |
| 15 | 218 | 338 | -1.1668940 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -2.2859465 |
| 16 | 218 | 338 | -1.4959522 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -2.4472723 |
| 17 | 218 | 338 | -1.5981334 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -2.2859465 |
| 18 | 218 | 338 | -1.1668940 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -2.2993903 |
| 19 | 218 | 338 | -1.1668940 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -2.4472723 |
| 20 | 218 | 338 | -1.3227637 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -1.9767386 |
The plotCells function is used to plot
the Voronoi tessellation using the compressed HVT map (map A) and
highlights the identified novelty cell(s) in red on the map.
plotCells(identified_Novelty_cells, map_A,line.width = c(0.4),centroid.size = 0.01)Figure 12: The Voronoi Tessellation constructed using the compressed HVT map (map A) with the novelty cell(s) highlighted in red
We pass the dataframe with novelty records to HVT function along with other model parameters mentioned below to generate map B (layer2)
Model Parameters
colnames(data_with_novelty) <- c("Cell.ID","Segment.Child","price","speed","hd","ram","screen","ads")
dataset_with_novelty <- data_with_novelty[,-1:-2]
map_B <- list()
mapA_scale_summary = map_A[[3]]$scale_summary
map_B <- muHVT::HVT(dataset_with_novelty,
n_cells = 5,
depth = 1,
quant.err = 0.2,
projection.scale = 10,
normalize = F,
distance_metric = "L1_Norm",
error_metric = "max",
quant_method = "kmeans",
diagnose = F
)The datatable displayed below is the summary from map B (layer 2).
summaryTable(map_B[[3]]$summary,scroll = T,limit = 500)| Segment.Level | Segment.Parent | Segment.Child | n | Cell.ID | Quant.Error | price | speed | hd | ram | screen | ads |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | 1 | 2 | 5 | 0.01 | -1.55 | -0.08 | 0.45 | -0.76 | -0.67 | -1.98 |
| 1 | 1 | 2 | 9 | 3 | 0.49 | 1.48 | 1.28 | 4.62 | 3.89 | 0.92 | -2.46 |
| 1 | 1 | 3 | 2 | 2 | 0.38 | 2.15 | 1.49 | 6.57 | 1.37 | 0.43 | -0.28 |
| 1 | 1 | 4 | 9 | 4 | 0.08 | -1.33 | 0.68 | 0.45 | -0.76 | -0.67 | -2.22 |
| 1 | 1 | 5 | 2 | 1 | 0.66 | 4.29 | 0.68 | 1.55 | 4.20 | 1.54 | 0.60 |
Let us try to visualize the compressed Map C from the flow diagram below.
Figure 13:Flow map with highlighted bounding box in red around compressed map C
With the Novelties removed, we construct another hierarchical Voronoi tessellation map C layer 2 on the dataset without Novelty and below mentioned model parameters.
Model Parameters
map_C <- list()
mapA_scale_summary = map_A[[3]]$scale_summary
map_C <- muHVT::HVT(dataset_without_novelty,
n_cells = 10,
depth = 2,
quant.err = 0.2,
projection.scale = 10,
normalize = F,
distance_metric = "L1_Norm",
error_metric = "max",
quant_method = "kmeans",
diagnose = F,
scale_summary = mapA_scale_summary)Now let’s check the compression summary for HVT (map C). The table below shows no of cells, no of cells having quantization error below threshold and percentage of cells having quantization error below threshold for each level.
mapC_compression_summary <- map_C[[3]]$compression_summary %>% dplyr::mutate_if(is.numeric, funs(round(.,4)))
compressionSummaryTable(mapC_compression_summary)| segmentLevel | noOfCells | noOfCellsBelowQuantizationError | percentOfCellsBelowQuantizationErrorThreshold | parameters |
|---|---|---|---|---|
| 1 | 10 | 0 | 0 | n_cells: 10 quant.err: 0.2 distance_metric: L1_Norm error_metric: max quant_method: kmeans |
| 2 | 100 | 7 | 0.07 | n_cells: 10 quant.err: 0.2 distance_metric: L1_Norm error_metric: max quant_method: kmeans |
As it can be seen from the table above,
0% of the cells have hit the quantization
threshold error in level 1 and 7% of the
cells have hit the quantization threshold error in level 2
Since, we are yet to achive atleast 80% compression at depth 2. Let’s try to compress again using the below mentioned set of model parameters.
Model Parameters
map_C <- list()
map_C <- muHVT::HVT(dataset_without_novelty,
n_cells = 23, #23
depth = 2,
quant.err = 0.2,
projection.scale = 10,
normalize = F,
distance_metric = "L1_Norm",
error_metric = "max",
quant_method = "kmeans",
diagnose = F,
scale_summary = mapA_scale_summary)The datatable displayed below is the summary from map C (layer2).
summaryTable(map_C[[3]]$summary,scroll = T,limit = 500)| Segment.Level | Segment.Parent | Segment.Child | n | Cell.ID | Quant.Error | price | speed | hd | ram | screen | ads |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | 1 | 391 | 512 | 0.56 | -1.27 | -1.04 | -0.91 | -0.83 | -0.59 | 0.86 |
| 1 | 1 | 2 | 105 | 96 | 1.02 | 2.08 | 0.75 | 0.11 | 0.71 | 2.64 | 0.56 |
| 1 | 1 | 3 | 190 | 55 | 1.37 | 1.48 | 0.02 | 2.32 | 2.63 | 0.12 | -0.22 |
| 1 | 1 | 4 | 86 | 15 | 0.94 | 0.87 | 1.27 | 2.61 | 2.57 | 1.33 | -1.76 |
| 1 | 1 | 5 | 257 | 326 | 0.49 | 0.41 | 0.45 | -0.08 | -0.20 | -0.67 | 0.66 |
| 1 | 1 | 6 | 116 | 201 | 0.77 | 1.57 | 0.45 | -0.24 | 0.27 | -0.30 | -1.30 |
| 1 | 1 | 7 | 235 | 228 | 0.58 | 0.85 | -0.82 | 0.42 | 1.37 | -0.47 | 0.52 |
| 1 | 1 | 8 | 149 | 185 | 0.84 | -0.79 | 1.73 | 0.76 | -0.22 | -0.28 | -1.75 |
| 1 | 1 | 9 | 353 | 306 | 0.69 | -0.77 | 0.55 | 0.28 | -0.22 | -0.17 | -0.79 |
| 1 | 1 | 10 | 234 | 297 | 0.54 | 0.25 | 0.50 | -0.11 | -0.16 | 0.43 | 0.66 |
| 1 | 1 | 11 | 330 | 478 | 0.56 | -1.18 | -0.79 | -0.70 | -0.76 | -0.52 | -0.69 |
| 1 | 1 | 12 | 373 | 434 | 0.6 | -0.50 | 0.40 | -0.84 | -0.84 | -0.56 | 0.66 |
| 1 | 1 | 13 | 209 | 147 | 0.81 | 1.32 | 0.99 | 0.36 | 1.37 | -0.01 | 0.70 |
| 1 | 1 | 14 | 337 | 471 | 0.36 | -0.51 | -0.97 | -0.87 | -0.75 | -0.67 | 0.57 |
| 1 | 1 | 15 | 283 | 404 | 0.71 | 0.06 | -0.40 | -0.78 | -0.40 | -0.42 | -1.42 |
| 1 | 1 | 16 | 168 | 142 | 0.85 | 0.13 | 0.66 | 0.48 | -0.02 | 2.64 | -0.97 |
| 1 | 1 | 17 | 285 | 384 | 0.53 | -0.04 | -0.96 | 0.05 | -0.12 | -0.65 | 0.54 |
| 1 | 1 | 18 | 118 | 301 | 0.75 | 0.35 | 2.30 | -0.13 | -0.29 | -0.28 | 0.82 |
| 1 | 1 | 19 | 256 | 414 | 0.47 | -0.47 | -0.84 | -0.43 | -0.48 | 0.43 | 0.60 |
| 1 | 1 | 20 | 78 | 57 | 1 | 0.18 | 1.67 | 2.05 | 1.31 | 0.39 | -1.97 |
| 1 | 1 | 21 | 171 | 360 | 0.64 | 0.24 | -0.46 | -0.37 | -0.41 | 2.64 | 0.59 |
| 1 | 1 | 22 | 170 | 130 | 1.28 | 0.28 | -0.01 | 1.64 | 0.99 | 0.21 | -0.62 |
| 1 | 1 | 23 | 89 | 219 | 0.88 | 1.98 | 0.59 | 0.20 | -0.20 | 0.12 | 0.58 |
| 2 | 1 | 1 | 19 | 528 | 0.09 | -1.31 | -1.17 | -1.19 | -1.11 | -0.67 | 0.99 |
| 2 | 1 | 2 | 18 | 479 | 0.31 | -1.42 | -0.87 | -0.21 | -0.72 | -0.67 | 0.53 |
| 2 | 1 | 3 | 28 | 521 | 0.1 | -1.47 | -1.22 | -1.11 | -0.76 | -0.67 | 0.89 |
| 2 | 1 | 4 | 10 | 530 | 0.14 | -1.84 | -1.04 | -1.20 | -1.11 | -0.67 | 0.79 |
| 2 | 1 | 5 | 27 | 519 | 0.1 | -1.20 | -1.09 | -1.19 | -1.11 | -0.67 | 0.50 |
| 2 | 1 | 6 | 13 | 524 | 0.18 | -1.36 | -1.10 | -0.99 | -0.87 | 0.43 | 1.36 |
| 2 | 1 | 7 | 5 | 523 | 0.04 | -1.19 | -1.27 | -0.78 | -0.76 | -0.67 | 1.57 |
| 2 | 1 | 8 | 23 | 494 | 0.06 | -1.18 | -0.89 | -0.78 | -0.76 | -0.67 | 0.72 |
| 2 | 1 | 9 | 27 | 514 | 0.14 | -1.35 | -1.27 | -1.08 | -0.76 | -0.67 | 0.39 |
| 2 | 1 | 10 | 35 | 510 | 0.1 | -1.08 | -1.27 | -0.88 | -0.76 | -0.67 | 0.90 |
| 2 | 1 | 11 | 6 | 529 | 0.15 | -1.22 | -0.62 | -1.19 | -1.11 | -0.67 | 1.50 |
| 2 | 1 | 12 | 10 | 513 | 0.07 | -0.95 | -0.89 | -0.85 | -0.76 | -0.67 | 1.57 |
| 2 | 1 | 13 | 10 | 517 | 0.22 | -1.70 | -1.19 | -0.73 | -0.83 | -0.67 | 0.57 |
| 2 | 1 | 14 | 11 | 472 | 0.17 | -1.19 | -1.13 | -0.33 | -0.05 | -0.67 | 0.97 |
| 2 | 1 | 15 | 11 | 507 | 0.19 | -1.00 | -0.93 | -1.17 | -0.63 | -0.67 | 0.97 |
| 2 | 1 | 16 | 7 | 531 | 0.07 | -1.58 | -1.27 | -1.18 | -0.96 | -0.67 | 1.57 |
| 2 | 1 | 17 | 26 | 499 | 0.09 | -1.31 | -0.89 | -0.92 | -0.76 | -0.67 | 0.36 |
| 2 | 1 | 18 | 23 | 515 | 0.07 | -0.99 | -0.89 | -1.19 | -1.11 | -0.67 | 0.92 |
| 2 | 1 | 19 | 13 | 520 | 0.14 | -1.56 | -0.98 | -0.74 | -0.76 | -0.67 | 1.34 |
| 2 | 1 | 20 | 15 | 489 | 0.12 | -1.05 | -0.89 | -0.26 | -0.76 | -0.67 | 1.31 |
| 2 | 1 | 21 | 16 | 503 | 0.18 | -1.48 | -0.79 | -0.73 | -0.76 | -0.67 | 0.76 |
| 2 | 1 | 22 | 15 | 518 | 0.26 | -1.37 | -1.07 | -1.09 | -1.07 | 0.43 | 0.66 |
| 2 | 1 | 23 | 23 | 500 | 0.07 | -1.03 | -0.89 | -0.82 | -0.76 | -0.67 | 1.06 |
| 2 | 2 | 1 | 4 | 108 | 0.12 | 2.31 | 0.68 | -0.12 | -0.05 | 2.64 | 1.31 |
| 2 | 2 | 2 | 3 | 118 | 0.11 | 2.53 | 0.68 | -0.47 | -0.76 | 2.64 | 0.36 |
| 2 | 2 | 3 | 7 | 99 | 0.21 | 1.06 | 0.80 | 0.29 | 1.37 | 2.64 | 0.35 |
| 2 | 2 | 4 | 2 | 89 | 0.06 | 1.09 | 2.30 | 0.25 | -0.05 | 2.64 | 1.57 |
| 2 | 2 | 5 | 7 | 59 | 0.13 | 3.21 | 0.68 | -0.27 | 1.37 | 2.64 | 0.53 |
| 2 | 2 | 6 | 7 | 88 | 0.11 | 1.85 | 0.68 | 0.16 | 1.37 | 2.64 | 0.85 |
| 2 | 2 | 7 | 2 | 145 | 0.11 | 1.14 | 0.68 | 0.10 | -0.05 | 2.64 | 1.36 |
| 2 | 2 | 8 | 3 | 38 | 0.11 | 3.32 | 0.68 | -0.27 | 1.37 | 2.64 | -0.78 |
| 2 | 2 | 9 | 6 | 100 | 0.17 | 2.86 | 0.68 | 0.10 | -0.05 | 2.64 | 0.48 |
| 2 | 2 | 10 | 2 | 24 | 0.11 | 3.50 | 2.30 | 1.23 | -0.05 | 2.64 | -0.23 |
| 2 | 2 | 11 | 2 | 12 | 0.38 | 4.64 | 0.68 | 1.36 | 0.66 | 2.64 | 0.37 |
| 2 | 2 | 12 | 6 | 56 | 0.25 | 1.52 | 2.30 | 0.32 | 1.37 | 2.64 | 0.77 |
| 2 | 2 | 13 | 4 | 50 | 0.34 | 1.64 | 0.49 | 1.90 | 1.37 | 2.64 | 0.14 |
| 2 | 2 | 14 | 13 | 76 | 0.22 | 2.42 | 0.68 | 0.03 | 1.37 | 2.64 | 0.53 |
| 2 | 2 | 15 | 4 | 103 | 0.12 | 1.08 | 2.30 | 0.14 | -0.05 | 2.64 | 0.52 |
| 2 | 2 | 16 | 11 | 167 | 0.13 | 1.23 | 0.68 | -0.20 | -0.05 | 2.64 | 0.59 |
| 2 | 2 | 17 | 1 | 107 | 0 | 1.99 | -0.08 | 0.49 | -0.05 | 2.64 | -0.62 |
| 2 | 2 | 18 | 4 | 84 | 0.15 | 1.52 | 0.68 | 0.34 | 1.37 | 2.64 | 1.36 |
| 2 | 2 | 19 | 5 | 169 | 0.17 | 1.81 | -0.08 | -0.29 | -0.19 | 2.64 | 0.99 |
| 2 | 2 | 20 | 4 | 70 | 0.11 | 2.69 | -0.89 | -0.27 | 1.37 | 2.64 | 0.69 |
| 2 | 2 | 21 | 4 | 122 | 0.11 | 1.99 | 0.68 | 0.22 | -0.05 | 2.64 | 0.57 |
| 2 | 2 | 22 | 3 | 60 | 0.12 | 2.74 | -0.89 | -0.27 | 1.37 | 2.64 | -0.78 |
| 2 | 2 | 23 | 1 | 195 | 0 | 1.63 | 0.68 | -0.95 | -0.76 | 2.64 | 0.69 |
| 2 | 3 | 1 | 5 | 39 | 0.04 | 1.54 | -0.08 | 2.29 | 2.79 | 0.43 | -0.81 |
| 2 | 3 | 2 | 3 | 9 | 0.05 | 1.71 | -0.89 | 2.29 | 2.79 | 2.64 | -0.55 |
| 2 | 3 | 3 | 10 | 51 | 0.07 | 1.10 | -0.08 | 2.29 | 2.79 | 0.43 | -0.56 |
| 2 | 3 | 4 | 5 | 32 | 0.39 | 3.74 | -0.10 | 2.60 | 1.37 | -0.67 | 0.96 |
| 2 | 3 | 5 | 3 | 19 | 0.02 | 2.16 | 2.30 | 2.29 | 2.79 | -0.67 | 0.04 |
| 2 | 3 | 6 | 1 | 20 | 0 | 2.03 | 2.30 | 2.29 | 2.79 | 0.43 | 0.35 |
| 2 | 3 | 7 | 16 | 49 | 0.18 | 1.49 | -0.89 | 2.29 | 2.79 | 0.43 | -0.06 |
| 2 | 3 | 8 | 7 | 40 | 0.09 | 1.80 | -0.08 | 2.29 | 2.79 | 0.43 | -0.26 |
| 2 | 3 | 9 | 2 | 54 | 0.05 | 2.90 | 0.68 | 3.73 | -0.05 | -0.67 | 0.69 |
| 2 | 3 | 10 | 1 | 91 | 0 | 1.16 | 0.68 | 2.29 | 1.37 | -0.67 | 0.04 |
| 2 | 3 | 11 | 7 | 46 | 0.05 | 1.16 | 0.68 | 2.29 | 2.79 | 0.43 | -0.49 |
| 2 | 3 | 12 | 4 | 77 | 0.12 | 1.66 | 0.68 | 2.44 | 1.37 | 0.43 | 0.80 |
| 2 | 3 | 13 | 7 | 37 | 0.08 | 1.63 | 0.68 | 2.29 | 2.79 | 0.43 | -0.73 |
| 2 | 3 | 14 | 12 | 53 | 0.1 | 1.69 | 0.68 | 2.29 | 2.79 | -0.67 | 0.38 |
| 2 | 3 | 15 | 2 | 43 | 0.04 | 3.07 | 0.68 | 2.29 | 1.37 | -0.67 | -0.87 |
| 2 | 3 | 16 | 5 | 23 | 0.04 | 2.06 | 2.30 | 2.29 | 2.79 | -0.67 | 0.35 |
| 2 | 3 | 17 | 12 | 45 | 0.06 | 0.92 | 0.68 | 2.29 | 2.79 | 0.43 | -0.86 |
| 2 | 3 | 18 | 5 | 82 | 0.13 | 1.35 | 0.68 | 2.47 | 1.37 | 0.43 | 0.11 |
| 2 | 3 | 19 | 5 | 17 | 0.04 | 2.23 | 2.30 | 2.29 | 2.79 | -0.67 | 0.69 |
| 2 | 3 | 20 | 24 | 61 | 0.12 | 1.30 | -0.89 | 2.29 | 2.79 | -0.67 | 0.33 |
| 2 | 3 | 21 | 9 | 36 | 0.18 | 2.07 | 0.68 | 2.29 | 2.79 | 0.43 | -0.03 |
| 2 | 3 | 22 | 13 | 52 | 0.11 | 0.65 | -0.08 | 2.29 | 2.79 | 0.43 | -1.03 |
| 2 | 3 | 23 | 32 | 48 | 0.13 | 1.15 | -0.89 | 2.29 | 2.79 | 0.43 | -0.66 |
| 2 | 4 | 1 | 5 | 7 | 0.11 | 0.51 | 2.30 | 2.05 | 1.37 | 2.64 | -2.33 |
| 2 | 4 | 2 | 8 | 18 | 0.07 | 0.52 | 0.68 | 3.07 | 2.79 | 0.43 | -2.36 |
| 2 | 4 | 3 | 6 | 41 | 0.05 | 0.79 | 0.68 | 2.29 | 2.79 | 0.43 | -1.24 |
| 2 | 4 | 4 | 2 | 3 | 0 | 1.08 | 2.30 | 3.07 | 2.79 | 0.43 | -2.46 |
| 2 | 4 | 5 | 3 | 8 | 0.13 | 1.91 | 0.43 | 2.29 | 2.79 | 2.64 | -0.55 |
| 2 | 4 | 6 | 1 | 11 | 0 | 0.01 | 1.11 | 3.07 | 2.79 | 0.43 | -2.45 |
| 2 | 4 | 7 | 3 | 26 | 0.03 | 0.73 | -0.08 | 3.07 | 2.79 | 0.43 | -1.98 |
| 2 | 4 | 8 | 1 | 4 | 0 | 0.99 | -0.08 | 3.07 | 2.79 | 2.64 | -1.98 |
| 2 | 4 | 9 | 3 | 2 | 0.05 | 1.48 | 2.30 | 2.29 | 2.79 | 2.64 | -1.08 |
| 2 | 4 | 10 | 2 | 14 | 0.02 | 0.81 | 0.68 | 3.07 | 2.79 | 0.43 | -2.46 |
| 2 | 4 | 11 | 1 | 6 | 0 | 0.74 | 2.30 | 3.07 | 2.79 | 0.43 | -1.98 |
| 2 | 4 | 12 | 2 | 16 | 0.02 | 0.89 | 1.11 | 3.07 | 2.79 | 0.43 | -1.98 |
| 2 | 4 | 13 | 2 | 29 | 0.04 | 0.84 | 2.30 | 1.70 | 1.37 | 2.64 | -1.02 |
| 2 | 4 | 14 | 6 | 5 | 0.03 | 0.74 | 2.30 | 3.07 | 2.79 | 0.43 | -2.40 |
| 2 | 4 | 15 | 7 | 1 | 0.23 | 1.03 | 1.16 | 3.07 | 2.79 | 2.64 | -2.34 |
| 2 | 4 | 16 | 5 | 25 | 0.02 | 1.02 | 2.30 | 2.29 | 2.79 | 0.43 | -1.23 |
| 2 | 4 | 17 | 6 | 22 | 0.25 | 0.85 | -0.22 | 2.29 | 2.79 | 2.64 | -0.97 |
| 2 | 4 | 18 | 2 | 13 | 0.05 | 1.21 | 0.68 | 2.29 | 2.79 | 2.64 | -1.10 |
| 2 | 4 | 19 | 5 | 30 | 0.11 | 0.32 | 0.68 | 2.17 | 1.37 | 2.64 | -2.29 |
| 2 | 4 | 20 | 6 | 10 | 0.04 | 0.69 | 1.11 | 3.07 | 2.79 | 0.43 | -2.32 |
| 2 | 4 | 21 | 1 | 34 | 0 | 0.30 | -0.08 | 2.29 | 1.37 | 2.64 | -1.98 |
| 2 | 4 | 22 | 6 | 21 | 0.06 | 1.46 | 2.30 | 2.29 | 2.79 | 0.43 | -1.01 |
| 2 | 4 | 23 | 3 | 28 | 0.01 | 1.00 | 2.30 | 2.29 | 2.79 | 0.43 | -0.79 |
| 2 | 5 | 1 | 24 | 300 | 0.13 | 0.57 | 0.68 | 0.13 | -0.05 | -0.67 | 0.72 |
| 2 | 5 | 2 | 9 | 332 | 0.08 | -0.44 | 0.68 | -0.04 | -0.05 | -0.67 | 0.21 |
| 2 | 5 | 3 | 5 | 310 | 0.12 | 0.37 | -0.08 | 0.29 | -0.05 | -0.67 | -0.14 |
| 2 | 5 | 4 | 21 | 312 | 0.17 | 0.35 | 0.86 | 0.11 | -0.05 | -0.67 | 1.39 |
| 2 | 5 | 5 | 6 | 311 | 0.06 | -0.28 | 0.68 | 0.45 | -0.05 | -0.67 | 0.30 |
| 2 | 5 | 6 | 8 | 287 | 0.15 | 0.45 | 0.68 | 0.16 | -0.05 | -0.67 | -0.20 |
| 2 | 5 | 7 | 5 | 305 | 0.06 | -0.07 | 0.68 | 0.45 | -0.05 | -0.67 | 0.48 |
| 2 | 5 | 8 | 7 | 333 | 0.12 | 0.31 | 0.68 | -0.57 | -0.05 | -0.67 | 0.57 |
| 2 | 5 | 9 | 12 | 319 | 0.06 | -0.12 | 0.68 | 0.04 | -0.05 | -0.67 | 0.14 |
| 2 | 5 | 10 | 13 | 358 | 0.15 | -0.04 | -0.08 | 0.00 | -0.05 | -0.67 | 0.83 |
| 2 | 5 | 11 | 11 | 371 | 0.16 | 0.41 | 0.68 | -0.40 | -0.76 | -0.67 | 0.94 |
| 2 | 5 | 12 | 7 | 314 | 0.16 | 1.02 | 0.68 | -0.39 | -0.15 | -0.67 | 1.12 |
| 2 | 5 | 13 | 17 | 363 | 0.2 | 0.66 | 0.63 | -0.69 | -0.76 | -0.67 | 0.15 |
| 2 | 5 | 14 | 15 | 278 | 0.11 | 1.06 | 0.68 | 0.06 | -0.05 | -0.67 | 0.76 |
| 2 | 5 | 15 | 8 | 356 | 0.16 | 0.13 | 0.79 | -0.13 | -0.76 | -0.67 | 0.38 |
| 2 | 5 | 16 | 11 | 275 | 0.19 | 1.06 | 0.68 | -0.09 | -0.05 | -0.67 | 0.19 |
| 2 | 5 | 17 | 23 | 334 | 0.13 | 0.51 | -0.08 | 0.01 | -0.05 | -0.67 | 0.91 |
| 2 | 5 | 18 | 17 | 324 | 0.11 | 0.69 | -0.08 | -0.08 | -0.05 | -0.67 | 0.46 |
| 2 | 5 | 19 | 12 | 402 | 0.15 | 0.15 | -0.08 | -0.20 | -0.76 | -0.67 | 0.94 |
| 2 | 5 | 20 | 7 | 386 | 0.14 | 1.08 | -0.08 | -0.62 | -0.76 | -0.67 | 0.63 |
| 2 | 5 | 21 | 12 | 336 | 0.2 | -0.17 | 0.68 | -0.04 | -0.05 | -0.67 | 0.86 |
| 2 | 5 | 22 | 7 | 364 | 0.13 | 0.24 | -0.08 | -0.05 | -0.05 | -0.67 | 1.57 |
| 2 | 5 | 23 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 6 | 1 | 6 | 184 | 0.1 | 2.46 | 0.68 | 0.21 | -0.05 | -0.67 | -0.87 |
| 2 | 6 | 2 | 9 | 133 | 0.29 | 1.43 | 0.51 | -0.44 | 1.37 | 0.43 | -1.15 |
| 2 | 6 | 3 | 2 | 233 | 0.08 | 1.08 | 0.68 | 0.47 | -0.05 | -0.67 | -0.71 |
| 2 | 6 | 4 | 9 | 247 | 0.22 | 0.90 | 0.59 | -0.69 | -0.13 | 0.43 | -1.39 |
| 2 | 6 | 5 | 2 | 194 | 0.08 | 2.30 | 0.30 | -0.32 | -0.05 | -0.67 | -1.71 |
| 2 | 6 | 6 | 8 | 238 | 0.26 | 1.04 | 0.58 | -0.29 | -0.14 | 0.43 | -0.77 |
| 2 | 6 | 7 | 9 | 127 | 0.06 | 2.98 | 0.68 | 0.28 | -0.05 | -0.67 | -1.67 |
| 2 | 6 | 8 | 4 | 165 | 0.11 | 1.26 | -0.08 | -0.07 | 1.37 | -0.67 | -1.37 |
| 2 | 6 | 9 | 5 | 124 | 0.19 | 1.76 | 0.53 | -0.29 | 1.37 | -0.67 | -1.66 |
| 2 | 6 | 10 | 1 | 101 | 0 | 3.77 | 0.68 | 0.15 | -0.05 | -0.67 | -1.72 |
| 2 | 6 | 11 | 5 | 292 | 0.22 | 1.44 | 0.53 | -0.77 | -0.33 | -0.67 | -1.67 |
| 2 | 6 | 12 | 1 | 365 | 0 | 1.35 | -0.08 | -0.67 | -0.76 | -0.67 | -0.62 |
| 2 | 6 | 13 | 4 | 149 | 0.06 | 1.43 | 0.68 | 0.15 | 1.37 | -0.67 | -0.87 |
| 2 | 6 | 14 | 10 | 197 | 0.2 | 1.57 | 0.68 | -0.47 | -0.33 | 0.43 | -1.64 |
| 2 | 6 | 15 | 3 | 159 | 0.2 | 1.48 | 2.30 | 0.28 | -0.05 | -0.67 | -0.87 |
| 2 | 6 | 16 | 3 | 280 | 0.1 | 0.85 | -0.08 | 0.22 | -0.05 | -0.67 | -0.68 |
| 2 | 6 | 17 | 9 | 191 | 0.15 | 1.09 | -0.93 | -0.29 | 1.37 | -0.67 | -1.62 |
| 2 | 6 | 18 | 4 | 140 | 0.08 | 3.03 | -0.08 | 0.15 | -0.05 | -0.67 | -1.65 |
| 2 | 6 | 19 | 7 | 294 | 0.05 | 0.73 | 0.68 | -0.69 | -0.05 | -0.67 | -1.60 |
| 2 | 6 | 20 | 3 | 112 | 0.09 | 2.96 | 0.68 | 0.12 | -0.05 | 0.43 | -1.72 |
| 2 | 6 | 21 | 2 | 270 | 0.04 | 1.61 | 0.68 | -0.71 | -0.05 | -0.67 | -0.87 |
| 2 | 6 | 22 | 8 | 279 | 0.09 | 0.84 | 0.68 | -0.36 | -0.05 | -0.67 | -0.84 |
| 2 | 6 | 23 | 2 | 237 | 0.08 | 2.30 | -0.49 | 0.15 | -0.05 | -0.67 | -1.12 |
| 2 | 7 | 1 | 8 | 210 | 0.16 | 0.51 | -1.18 | 0.46 | 1.37 | 0.43 | 1.10 |
| 2 | 7 | 2 | 16 | 231 | 0.12 | 1.01 | -0.91 | 0.35 | 1.37 | -0.67 | 0.40 |
| 2 | 7 | 3 | 12 | 211 | 0.1 | 1.39 | -0.89 | 0.37 | 1.37 | -0.67 | 0.29 |
| 2 | 7 | 4 | 8 | 209 | 0.06 | 0.35 | -0.89 | 1.20 | 1.37 | -0.67 | 0.35 |
| 2 | 7 | 5 | 5 | 263 | 0.05 | 0.58 | -0.89 | 0.45 | 1.37 | -0.67 | 1.57 |
| 2 | 7 | 6 | 12 | 202 | 0.18 | 0.49 | -1.02 | 0.55 | 1.37 | 0.43 | 0.36 |
| 2 | 7 | 7 | 14 | 264 | 0.08 | 0.43 | -0.89 | 0.45 | 1.37 | -0.67 | 0.64 |
| 2 | 7 | 8 | 2 | 166 | 0.09 | 0.99 | -0.08 | 0.45 | 1.37 | 0.43 | 0.26 |
| 2 | 7 | 9 | 11 | 216 | 0.14 | 0.82 | -1.03 | 0.15 | 1.37 | -0.67 | -0.85 |
| 2 | 7 | 10 | 20 | 220 | 0.09 | 1.20 | -0.91 | 0.45 | 1.37 | -0.67 | 0.84 |
| 2 | 7 | 11 | 9 | 265 | 0.07 | 0.48 | -1.27 | 0.45 | 1.37 | -0.67 | 0.66 |
| 2 | 7 | 12 | 14 | 190 | 0.21 | 1.09 | -0.89 | 0.28 | 1.37 | 0.43 | 0.63 |
| 2 | 7 | 13 | 9 | 222 | 0.09 | 0.82 | -1.06 | 0.45 | 1.37 | -0.67 | -0.07 |
| 2 | 7 | 14 | 7 | 168 | 0.2 | 0.97 | -1.00 | 0.03 | 1.37 | 0.43 | -0.83 |
| 2 | 7 | 15 | 9 | 204 | 0.2 | 0.72 | -0.08 | 0.45 | 1.37 | -0.55 | 1.43 |
| 2 | 7 | 16 | 17 | 243 | 0.09 | 0.82 | -0.98 | 0.46 | 1.37 | -0.67 | 0.95 |
| 2 | 7 | 17 | 7 | 262 | 0.04 | 0.22 | -0.89 | 0.45 | 1.37 | -0.67 | 0.04 |
| 2 | 7 | 18 | 7 | 285 | 0.07 | 0.28 | -1.22 | 0.45 | 1.37 | -0.67 | 1.12 |
| 2 | 7 | 19 | 6 | 179 | 0.12 | 1.31 | -0.08 | 0.35 | 1.37 | -0.67 | -0.26 |
| 2 | 7 | 20 | 17 | 189 | 0.14 | 1.26 | -0.08 | 0.46 | 1.37 | -0.67 | 0.84 |
| 2 | 7 | 21 | 3 | 316 | 0.02 | 0.10 | -1.27 | 0.45 | 1.37 | -0.67 | 1.57 |
| 2 | 7 | 22 | 11 | 183 | 0.11 | 1.44 | -0.08 | 0.34 | 1.37 | -0.67 | 0.42 |
| 2 | 7 | 23 | 11 | 251 | 0.09 | 0.72 | -1.24 | 0.29 | 1.37 | -0.67 | 0.36 |
| 2 | 8 | 1 | 5 | 116 | 0.08 | -0.74 | 0.68 | 1.70 | -0.05 | 0.43 | -2.35 |
| 2 | 8 | 2 | 2 | 282 | 0 | -1.43 | 0.68 | 0.45 | -0.76 | 0.43 | -2.29 |
| 2 | 8 | 3 | 8 | 182 | 0.09 | -0.47 | 2.30 | 0.49 | -0.05 | 0.43 | -0.85 |
| 2 | 8 | 4 | 10 | 236 | 0.19 | -0.61 | 2.30 | 0.49 | -0.05 | -0.67 | -1.01 |
| 2 | 8 | 5 | 13 | 87 | 0.15 | -0.66 | 2.30 | 1.70 | -0.05 | -0.16 | -2.28 |
| 2 | 8 | 6 | 4 | 117 | 0.13 | -1.29 | 0.49 | 2.29 | -0.76 | -0.67 | -2.17 |
| 2 | 8 | 7 | 2 | 64 | 0.02 | -1.12 | 2.30 | 2.29 | -0.76 | -0.67 | -2.37 |
| 2 | 8 | 8 | 3 | 104 | 0.06 | -0.17 | 2.30 | 2.29 | -0.05 | -0.67 | -0.98 |
| 2 | 8 | 9 | 4 | 170 | 0.08 | -0.90 | 1.11 | 1.35 | -0.05 | 0.43 | -1.21 |
| 2 | 8 | 10 | 7 | 146 | 0.07 | -0.91 | 2.30 | 0.47 | -0.05 | -0.67 | -2.34 |
| 2 | 8 | 11 | 12 | 409 | 0.11 | -0.78 | 2.30 | -0.33 | -0.76 | -0.67 | -1.03 |
| 2 | 8 | 12 | 7 | 241 | 0.1 | -0.19 | 2.30 | 0.33 | -0.05 | -0.67 | -0.89 |
| 2 | 8 | 13 | 4 | 258 | 0.09 | 0.04 | 2.30 | -0.08 | -0.05 | -0.67 | -1.04 |
| 2 | 8 | 14 | 9 | 330 | 0.09 | -1.17 | 2.30 | 0.45 | -0.76 | -0.67 | -2.26 |
| 2 | 8 | 15 | 6 | 212 | 0.13 | -0.74 | 0.68 | 0.30 | -0.05 | 0.43 | -2.40 |
| 2 | 8 | 16 | 7 | 175 | 0.07 | -0.53 | 2.30 | 0.49 | -0.05 | 0.43 | -1.23 |
| 2 | 8 | 17 | 4 | 109 | 0.04 | -0.38 | 2.30 | 1.70 | -0.05 | 0.43 | -1.05 |
| 2 | 8 | 18 | 10 | 144 | 0.09 | -0.89 | 0.68 | 1.70 | -0.05 | -0.67 | -2.20 |
| 2 | 8 | 19 | 1 | 283 | 0 | -1.59 | 0.68 | -0.19 | -0.05 | 0.43 | -2.29 |
| 2 | 8 | 20 | 7 | 123 | 0.17 | -0.94 | 2.30 | 0.46 | -0.35 | 0.43 | -2.27 |
| 2 | 8 | 21 | 3 | 329 | 0.06 | -0.86 | 2.30 | -0.29 | -0.76 | 0.43 | -0.98 |
| 2 | 8 | 22 | 21 | 277 | 0.11 | -1.16 | 0.68 | 0.48 | -0.05 | -0.67 | -2.25 |
| 2 | 8 | 23 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 9 | 1 | 33 | 331 | 0.22 | -0.57 | -0.08 | 0.41 | -0.05 | -0.67 | -0.71 |
| 2 | 9 | 2 | 10 | 368 | 0.19 | -0.75 | 0.68 | -0.60 | -0.76 | 0.43 | -0.42 |
| 2 | 9 | 3 | 13 | 423 | 0.19 | -1.02 | 0.68 | -0.69 | -0.70 | -0.67 | -0.83 |
| 2 | 9 | 4 | 8 | 335 | 0.2 | -0.08 | 0.68 | -0.49 | -0.23 | -0.67 | -0.86 |
| 2 | 9 | 5 | 15 | 377 | 0.21 | -1.31 | -0.08 | 0.30 | -0.76 | 0.43 | -0.98 |
| 2 | 9 | 6 | 8 | 224 | 0.04 | -0.74 | 1.11 | 0.50 | -0.05 | 0.43 | -1.22 |
| 2 | 9 | 7 | 22 | 261 | 0.13 | -0.22 | 0.68 | 0.29 | -0.05 | 0.43 | -0.60 |
| 2 | 9 | 8 | 14 | 381 | 0.28 | -0.89 | 0.57 | -0.09 | -0.51 | -0.67 | -0.23 |
| 2 | 9 | 9 | 14 | 257 | 0.08 | -0.64 | 0.68 | 0.49 | -0.05 | 0.43 | -0.76 |
| 2 | 9 | 10 | 13 | 354 | 0.27 | -1.37 | 0.33 | 0.47 | -0.27 | -0.67 | -0.93 |
| 2 | 9 | 11 | 9 | 248 | 0.16 | -1.00 | 0.68 | 0.57 | -0.05 | 0.43 | -1.22 |
| 2 | 9 | 12 | 23 | 323 | 0.13 | -0.51 | 0.68 | 0.02 | -0.05 | -0.67 | -0.46 |
| 2 | 9 | 13 | 10 | 344 | 0.25 | -1.39 | 0.68 | -0.30 | -0.48 | 0.43 | -1.23 |
| 2 | 9 | 14 | 11 | 267 | 0.11 | -1.03 | 0.68 | 0.41 | -0.05 | 0.43 | -0.85 |
| 2 | 9 | 15 | 20 | 422 | 0.17 | -1.43 | 0.68 | -0.23 | -0.72 | -0.67 | -1.02 |
| 2 | 9 | 16 | 23 | 206 | 0.26 | -0.52 | 0.70 | 1.25 | -0.05 | 0.43 | -0.79 |
| 2 | 9 | 17 | 8 | 304 | 0.13 | -0.86 | 0.68 | -0.12 | -0.05 | 0.43 | -0.39 |
| 2 | 9 | 18 | 8 | 240 | 0.05 | -0.72 | 1.11 | 0.50 | -0.05 | 0.43 | -0.83 |
| 2 | 9 | 19 | 32 | 303 | 0.35 | -0.82 | 0.68 | 0.33 | 0.04 | -0.67 | -1.07 |
| 2 | 9 | 20 | 13 | 317 | 0.16 | -1.11 | 0.68 | 0.34 | -0.76 | 0.43 | -0.90 |
| 2 | 9 | 21 | 10 | 308 | 0.22 | -0.75 | -0.24 | 0.33 | -0.05 | 0.43 | -0.69 |
| 2 | 9 | 22 | 33 | 296 | 0.2 | -0.39 | 0.68 | 0.55 | -0.05 | -0.67 | -0.56 |
| 2 | 9 | 23 | 3 | 196 | 0.03 | -0.83 | -0.08 | 1.70 | -0.05 | -0.67 | -1.98 |
| 2 | 10 | 1 | 4 | 269 | 0.07 | 0.51 | 0.68 | -0.55 | -0.05 | 0.43 | -0.62 |
| 2 | 10 | 2 | 8 | 327 | 0.1 | -0.43 | 0.68 | -0.12 | -0.05 | 0.43 | 1.46 |
| 2 | 10 | 3 | 23 | 318 | 0.15 | 0.23 | -0.08 | -0.23 | -0.05 | 0.43 | 0.69 |
| 2 | 10 | 4 | 3 | 346 | 0.12 | -0.04 | 0.68 | -0.74 | -0.76 | 0.43 | -0.31 |
| 2 | 10 | 5 | 9 | 271 | 0.17 | 0.14 | 0.73 | 0.34 | -0.05 | 0.43 | 1.57 |
| 2 | 10 | 6 | 10 | 273 | 0.12 | 0.92 | 0.68 | -0.54 | -0.05 | 0.43 | 0.74 |
| 2 | 10 | 7 | 9 | 299 | 0.11 | 0.93 | -0.08 | -0.36 | -0.05 | 0.43 | 0.66 |
| 2 | 10 | 8 | 6 | 307 | 0.08 | -0.01 | 0.68 | -0.52 | -0.05 | 0.43 | 0.38 |
| 2 | 10 | 9 | 8 | 289 | 0.15 | 0.67 | -0.08 | -0.27 | -0.05 | 0.43 | -0.15 |
| 2 | 10 | 10 | 13 | 325 | 0.26 | 0.16 | -0.08 | 0.00 | -0.16 | 0.43 | 1.23 |
| 2 | 10 | 11 | 13 | 315 | 0.18 | -0.46 | 0.68 | -0.14 | -0.05 | 0.43 | 0.64 |
| 2 | 10 | 12 | 10 | 259 | 0.12 | 0.83 | 0.68 | -0.14 | -0.05 | 0.43 | 0.32 |
| 2 | 10 | 13 | 7 | 234 | 0.06 | -0.20 | 0.68 | 1.23 | -0.05 | 0.43 | 0.35 |
| 2 | 10 | 14 | 12 | 260 | 0.16 | 0.74 | 0.72 | 0.08 | -0.05 | 0.43 | 0.89 |
| 2 | 10 | 15 | 8 | 249 | 0.12 | 0.66 | 0.68 | 0.48 | -0.14 | 0.43 | 0.81 |
| 2 | 10 | 16 | 13 | 268 | 0.09 | 0.04 | 0.68 | 0.49 | -0.05 | 0.43 | 0.60 |
| 2 | 10 | 17 | 11 | 256 | 0.11 | 0.31 | 0.68 | 0.24 | -0.05 | 0.43 | -0.06 |
| 2 | 10 | 18 | 6 | 342 | 0.17 | 0.82 | 0.30 | -0.76 | -0.76 | 0.43 | 0.64 |
| 2 | 10 | 19 | 8 | 302 | 0.15 | 0.22 | 0.68 | -0.33 | -0.05 | 0.43 | 1.20 |
| 2 | 10 | 20 | 12 | 370 | 0.24 | -0.28 | 0.75 | -0.51 | -0.76 | 0.43 | 0.84 |
| 2 | 10 | 21 | 19 | 281 | 0.11 | 0.29 | 0.68 | -0.07 | -0.05 | 0.43 | 0.64 |
| 2 | 10 | 22 | 9 | 290 | 0.13 | -0.34 | 0.68 | 0.15 | -0.05 | 0.43 | 0.20 |
| 2 | 10 | 23 | 13 | 351 | 0.11 | 0.21 | 0.68 | -0.70 | -0.76 | 0.43 | 0.66 |
| 2 | 11 | 1 | 10 | 411 | 0.22 | -1.09 | -0.93 | 0.23 | -0.12 | -0.67 | -0.72 |
| 2 | 11 | 2 | 14 | 502 | 0.14 | -1.13 | -0.97 | -1.01 | -0.86 | -0.67 | -0.09 |
| 2 | 11 | 3 | 7 | 481 | 0.2 | -0.81 | -0.08 | -1.20 | -1.11 | -0.36 | -0.96 |
| 2 | 11 | 4 | 19 | 516 | 0.16 | -0.95 | -0.95 | -1.13 | -0.91 | -0.67 | -1.64 |
| 2 | 11 | 5 | 14 | 482 | 0.12 | -1.58 | -0.89 | -0.16 | -0.76 | -0.67 | -0.68 |
| 2 | 11 | 6 | 24 | 498 | 0.16 | -1.36 | -0.94 | -0.85 | -0.77 | -0.67 | -0.46 |
| 2 | 11 | 7 | 17 | 527 | 0.25 | -1.29 | -1.25 | -1.06 | -0.84 | -0.61 | -1.65 |
| 2 | 11 | 8 | 23 | 484 | 0.15 | -1.01 | -0.92 | -0.84 | -0.79 | -0.67 | -0.72 |
| 2 | 11 | 9 | 18 | 509 | 0.1 | -1.67 | -0.91 | -0.78 | -0.76 | -0.67 | -0.75 |
| 2 | 11 | 10 | 10 | 435 | 0.15 | -0.94 | -0.08 | -0.59 | -0.69 | -0.67 | -0.89 |
| 2 | 11 | 11 | 19 | 491 | 0.25 | -1.54 | -0.93 | -0.50 | -0.74 | -0.67 | -0.11 |
| 2 | 11 | 12 | 12 | 452 | 0.25 | -1.47 | -0.76 | -0.12 | -0.79 | 0.43 | -0.55 |
| 2 | 11 | 13 | 8 | 445 | 0.17 | -1.22 | -0.08 | -0.43 | -0.67 | -0.67 | -0.19 |
| 2 | 11 | 14 | 8 | 427 | 0.08 | -0.60 | -0.89 | -0.75 | -0.05 | -0.67 | -0.70 |
| 2 | 11 | 15 | 17 | 466 | 0.16 | -0.52 | -0.98 | -0.84 | -0.76 | -0.67 | -0.67 |
| 2 | 11 | 16 | 17 | 511 | 0.16 | -1.09 | -1.00 | -1.06 | -0.88 | -0.67 | -1.12 |
| 2 | 11 | 17 | 8 | 437 | 0.08 | -0.69 | -0.08 | -0.75 | -0.76 | -0.67 | -0.48 |
| 2 | 11 | 18 | 9 | 465 | 0.09 | -1.33 | -0.08 | -0.78 | -0.76 | -0.67 | -0.56 |
| 2 | 11 | 19 | 10 | 525 | 0.18 | -1.69 | -1.19 | -1.13 | -0.90 | -0.67 | -0.23 |
| 2 | 11 | 20 | 30 | 473 | 0.29 | -1.06 | -0.87 | -0.89 | -0.79 | 0.43 | -0.61 |
| 2 | 11 | 21 | 6 | 450 | 0.1 | -1.62 | -0.08 | -0.06 | -0.76 | -0.67 | -0.70 |
| 2 | 11 | 22 | 18 | 457 | 0.26 | -1.05 | -0.89 | -0.10 | -0.68 | -0.67 | -0.16 |
| 2 | 11 | 23 | 12 | 453 | 0.09 | -1.43 | -0.08 | -0.29 | -0.76 | -0.67 | -1.02 |
| 2 | 12 | 1 | 25 | 397 | 0.2 | -0.09 | 0.68 | -0.76 | -0.70 | -0.67 | 0.48 |
| 2 | 12 | 2 | 13 | 394 | 0.18 | -0.08 | 0.68 | -0.81 | -0.79 | -0.67 | -0.16 |
| 2 | 12 | 3 | 13 | 413 | 0.17 | 0.17 | 0.68 | -1.08 | -0.87 | -0.67 | 0.72 |
| 2 | 12 | 4 | 21 | 474 | 0.12 | -0.56 | 0.68 | -1.19 | -1.10 | -0.67 | 0.96 |
| 2 | 12 | 5 | 15 | 442 | 0.11 | -0.32 | 0.68 | -1.19 | -1.09 | -0.67 | 0.31 |
| 2 | 12 | 6 | 12 | 458 | 0.26 | -0.88 | 0.68 | -0.73 | -0.70 | -0.67 | 1.24 |
| 2 | 12 | 7 | 17 | 405 | 0.25 | -0.57 | 0.68 | -0.86 | -0.90 | 0.43 | 0.44 |
| 2 | 12 | 8 | 23 | 421 | 0.14 | 0.08 | -0.08 | -0.77 | -0.76 | -0.67 | 0.62 |
| 2 | 12 | 9 | 24 | 468 | 0.16 | -0.66 | -0.08 | -1.13 | -0.98 | -0.67 | 0.37 |
| 2 | 12 | 10 | 6 | 433 | 0.13 | -0.26 | -0.08 | -0.91 | -0.88 | -0.67 | -0.11 |
| 2 | 12 | 11 | 8 | 449 | 0.09 | -0.21 | 0.84 | -0.78 | -0.76 | -0.67 | 1.57 |
| 2 | 12 | 12 | 10 | 454 | 0.22 | -0.75 | 0.72 | -0.93 | -0.94 | 0.43 | 1.25 |
| 2 | 12 | 13 | 19 | 428 | 0.17 | -0.83 | -0.08 | -0.26 | -0.68 | -0.67 | 0.55 |
| 2 | 12 | 14 | 8 | 506 | 0.12 | -0.51 | 1.05 | -1.19 | -1.11 | -0.67 | 1.36 |
| 2 | 12 | 15 | 9 | 443 | 0.16 | -0.77 | -0.08 | -0.08 | -0.76 | -0.67 | 1.22 |
| 2 | 12 | 16 | 21 | 441 | 0.19 | -0.46 | -0.08 | -0.80 | -0.62 | -0.67 | 0.85 |
| 2 | 12 | 17 | 21 | 436 | 0.14 | -0.85 | 0.68 | -0.87 | -0.76 | -0.67 | 0.44 |
| 2 | 12 | 18 | 27 | 492 | 0.15 | -0.84 | -0.08 | -1.17 | -1.05 | -0.67 | 0.90 |
| 2 | 12 | 19 | 9 | 495 | 0.15 | -0.81 | -0.08 | -0.91 | -0.88 | -0.67 | 1.48 |
| 2 | 12 | 20 | 19 | 431 | 0.24 | -0.99 | 0.68 | -0.80 | -0.78 | -0.67 | -0.34 |
| 2 | 12 | 21 | 16 | 387 | 0.2 | -0.62 | 0.68 | -0.11 | -0.67 | -0.67 | 0.49 |
| 2 | 12 | 22 | 10 | 477 | 0.19 | -0.79 | -0.08 | -1.19 | -1.11 | 0.43 | 0.74 |
| 2 | 12 | 23 | 27 | 415 | 0.13 | -0.11 | 0.76 | -0.76 | -0.76 | -0.67 | 1.01 |
| 2 | 13 | 1 | 10 | 138 | 0.21 | 0.94 | 0.68 | 0.67 | 1.37 | 0.43 | -0.06 |
| 2 | 13 | 2 | 14 | 131 | 0.21 | 2.10 | 0.68 | 0.25 | 1.37 | 0.43 | 0.77 |
| 2 | 13 | 3 | 4 | 198 | 0.02 | 0.61 | 0.68 | 0.45 | 1.37 | -0.67 | 0.69 |
| 2 | 13 | 4 | 2 | 47 | 0.19 | 1.96 | 1.49 | 2.29 | 1.37 | 0.43 | 1.36 |
| 2 | 13 | 5 | 8 | 143 | 0.08 | 1.28 | 1.11 | 0.45 | 1.37 | -0.67 | 1.36 |
| 2 | 13 | 6 | 4 | 98 | 0.2 | 0.98 | 2.30 | 0.73 | 1.37 | 0.43 | 0.00 |
| 2 | 13 | 7 | 10 | 155 | 0.13 | 1.55 | 0.68 | -0.28 | 1.37 | 0.43 | 0.33 |
| 2 | 13 | 8 | 24 | 151 | 0.12 | 1.45 | 0.68 | 0.22 | 1.37 | 0.43 | 0.72 |
| 2 | 13 | 9 | 5 | 164 | 0.11 | 1.30 | -0.08 | 0.40 | 1.37 | 0.43 | 0.73 |
| 2 | 13 | 10 | 12 | 176 | 0.12 | 1.08 | 0.68 | -0.15 | 1.37 | 0.43 | 0.72 |
| 2 | 13 | 11 | 10 | 94 | 0.13 | 1.39 | 2.30 | 0.44 | 1.37 | 0.43 | 1.23 |
| 2 | 13 | 12 | 12 | 154 | 0.12 | 1.75 | 0.68 | 0.36 | 1.37 | -0.67 | 0.29 |
| 2 | 13 | 13 | 4 | 174 | 0.1 | 0.56 | 0.68 | 0.82 | 1.37 | -0.67 | 0.19 |
| 2 | 13 | 14 | 18 | 153 | 0.27 | 0.89 | 0.75 | 0.30 | 1.37 | 0.43 | 1.33 |
| 2 | 13 | 15 | 10 | 172 | 0.22 | 0.58 | 0.77 | 0.34 | 1.37 | 0.43 | 0.47 |
| 2 | 13 | 16 | 8 | 177 | 0.08 | 0.88 | 0.68 | 0.45 | 1.37 | -0.67 | 1.41 |
| 2 | 13 | 17 | 2 | 125 | 0.09 | 2.71 | 0.68 | 0.34 | 1.37 | -0.67 | 0.67 |
| 2 | 13 | 18 | 8 | 95 | 0.07 | 1.62 | 2.30 | 0.45 | 1.37 | -0.67 | 1.41 |
| 2 | 13 | 19 | 7 | 173 | 0.07 | 1.27 | 0.68 | 0.45 | 1.37 | -0.67 | 0.74 |
| 2 | 13 | 20 | 7 | 128 | 0.1 | 1.78 | 0.68 | 0.38 | 1.37 | 0.43 | -0.02 |
| 2 | 13 | 21 | 16 | 111 | 0.2 | 1.15 | 2.30 | 0.59 | 1.37 | -0.67 | 0.18 |
| 2 | 13 | 22 | 10 | 152 | 0.11 | 1.78 | 0.68 | 0.46 | 1.37 | -0.67 | 0.90 |
| 2 | 13 | 23 | 4 | 162 | 0.07 | 1.30 | 0.68 | 0.46 | 1.37 | -0.67 | 0.05 |
| 2 | 14 | 1 | 46 | 475 | 0.08 | -0.74 | -0.89 | -0.78 | -0.76 | -0.67 | 0.52 |
| 2 | 14 | 2 | 36 | 469 | 0.16 | -0.24 | -0.94 | -0.83 | -0.76 | -0.67 | 0.94 |
| 2 | 14 | 3 | 19 | 439 | 0.18 | -0.52 | -0.95 | -0.74 | -0.05 | -0.67 | 0.60 |
| 2 | 14 | 4 | 13 | 459 | 0.15 | 0.21 | -1.04 | -0.93 | -0.76 | -0.67 | 0.60 |
| 2 | 14 | 5 | 24 | 501 | 0.14 | -0.59 | -1.00 | -1.16 | -0.89 | -0.67 | 0.87 |
| 2 | 14 | 6 | 44 | 480 | 0.13 | -0.63 | -0.93 | -0.78 | -0.76 | -0.67 | 0.98 |
| 2 | 14 | 7 | 35 | 493 | 0.13 | -0.68 | -0.91 | -1.17 | -0.98 | -0.67 | 0.42 |
| 2 | 14 | 8 | 19 | 451 | 0.1 | -0.20 | -0.95 | -0.74 | -0.76 | -0.67 | -0.06 |
| 2 | 14 | 9 | 19 | 483 | 0.14 | -0.72 | -1.03 | -0.93 | -0.85 | -0.67 | -0.07 |
| 2 | 14 | 10 | 34 | 488 | 0.13 | -0.61 | -1.27 | -0.93 | -0.76 | -0.67 | 0.54 |
| 2 | 14 | 11 | 11 | 455 | 0.18 | -0.85 | -0.89 | -0.17 | -0.69 | -0.67 | 0.45 |
| 2 | 14 | 12 | 37 | 462 | 0.1 | -0.26 | -0.91 | -0.85 | -0.76 | -0.67 | 0.39 |
| 2 | 14 | 13 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 14 | 14 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 14 | 15 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 14 | 16 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 14 | 17 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 14 | 18 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 14 | 19 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 14 | 20 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 14 | 21 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 14 | 22 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 14 | 23 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 15 | 1 | 13 | 341 | 0.17 | 0.19 | -0.92 | -0.52 | -0.05 | 0.43 | -0.93 |
| 2 | 15 | 2 | 16 | 361 | 0.16 | 0.24 | 0.68 | -0.91 | -0.45 | -0.67 | -1.62 |
| 2 | 15 | 3 | 5 | 456 | 0.11 | -0.29 | -0.89 | -0.70 | -0.76 | -0.67 | -1.12 |
| 2 | 15 | 4 | 26 | 461 | 0.2 | -0.35 | -0.08 | -1.04 | -0.81 | -0.67 | -1.59 |
| 2 | 15 | 5 | 16 | 444 | 0.3 | -0.40 | 0.68 | -1.15 | -0.94 | -0.61 | -1.48 |
| 2 | 15 | 6 | 15 | 486 | 0.08 | -0.50 | -0.89 | -0.92 | -0.76 | -0.67 | -1.66 |
| 2 | 15 | 7 | 5 | 203 | 0.2 | 0.69 | -1.12 | -0.43 | 1.37 | -0.23 | -1.58 |
| 2 | 15 | 8 | 9 | 426 | 0.33 | -0.40 | -0.75 | -0.77 | -0.68 | 0.43 | -1.23 |
| 2 | 15 | 9 | 14 | 369 | 0.19 | 0.28 | -0.92 | -0.38 | -0.05 | -0.67 | -0.90 |
| 2 | 15 | 10 | 11 | 464 | 0.07 | -0.06 | -0.89 | -0.82 | -0.76 | -0.67 | -1.66 |
| 2 | 15 | 11 | 5 | 460 | 0.11 | 0.54 | -0.89 | -0.88 | -0.76 | -0.67 | -1.70 |
| 2 | 15 | 12 | 7 | 410 | 0.17 | 0.51 | -0.08 | -0.92 | -0.76 | -0.67 | -1.57 |
| 2 | 15 | 13 | 17 | 352 | 0.15 | 0.35 | -0.89 | -0.72 | -0.13 | 0.43 | -1.66 |
| 2 | 15 | 14 | 11 | 420 | 0.08 | 0.02 | -1.03 | -0.67 | -0.05 | -0.67 | -1.65 |
| 2 | 15 | 15 | 13 | 396 | 0.13 | 0.43 | -0.89 | -0.71 | -0.05 | -0.67 | -1.63 |
| 2 | 15 | 16 | 4 | 379 | 0.23 | 0.75 | -0.69 | -0.65 | -0.76 | 0.15 | -0.67 |
| 2 | 15 | 17 | 7 | 322 | 0.21 | 0.47 | 0.24 | -0.72 | -0.66 | 0.43 | -1.52 |
| 2 | 15 | 18 | 25 | 343 | 0.22 | 0.36 | -0.08 | -0.63 | -0.05 | -0.67 | -1.53 |
| 2 | 15 | 19 | 15 | 496 | 0.09 | -0.38 | -1.04 | -1.11 | -0.76 | -0.67 | -1.63 |
| 2 | 15 | 20 | 14 | 380 | 0.3 | 0.03 | -0.08 | -0.55 | -0.46 | -0.67 | -0.82 |
| 2 | 15 | 21 | 14 | 293 | 0.21 | 0.50 | -0.08 | -0.67 | -0.05 | 0.43 | -1.14 |
| 2 | 15 | 22 | 10 | 353 | 0.17 | 0.20 | 0.68 | -0.81 | -0.48 | -0.67 | -0.92 |
| 2 | 15 | 23 | 11 | 432 | 0.09 | -0.35 | -0.89 | -0.80 | -0.05 | -0.67 | -1.61 |
| 2 | 16 | 1 | 8 | 58 | 0.25 | 0.04 | 2.30 | 1.70 | -0.05 | 2.64 | -1.20 |
| 2 | 16 | 2 | 1 | 33 | 0 | 1.25 | 2.30 | 1.20 | 1.37 | 2.64 | -0.94 |
| 2 | 16 | 3 | 13 | 90 | 0.39 | 0.07 | 2.30 | 0.48 | -0.05 | 2.64 | -0.99 |
| 2 | 16 | 4 | 5 | 230 | 0.11 | 0.87 | -0.89 | -0.67 | -0.33 | 2.64 | -1.64 |
| 2 | 16 | 5 | 11 | 163 | 0.15 | -0.13 | 0.68 | 0.38 | -0.05 | 2.64 | -0.78 |
| 2 | 16 | 6 | 4 | 75 | 0.04 | 0.84 | -0.89 | 1.20 | 1.37 | 2.64 | -0.83 |
| 2 | 16 | 7 | 17 | 207 | 0.2 | -0.62 | 0.68 | 0.36 | -0.76 | 2.64 | -1.01 |
| 2 | 16 | 8 | 20 | 135 | 0.14 | -0.24 | 0.98 | 0.51 | -0.05 | 2.64 | -1.10 |
| 2 | 16 | 9 | 9 | 132 | 0.15 | 1.33 | -0.08 | -0.65 | -0.29 | 2.64 | -1.52 |
| 2 | 16 | 10 | 8 | 74 | 0.2 | 0.95 | 0.39 | 1.10 | 1.37 | 2.64 | -0.65 |
| 2 | 16 | 11 | 8 | 284 | 0.05 | -0.76 | -0.08 | 0.51 | -0.76 | 2.64 | -1.16 |
| 2 | 16 | 12 | 5 | 83 | 0.04 | 0.78 | -0.89 | 1.20 | 1.37 | 2.64 | -0.43 |
| 2 | 16 | 13 | 5 | 105 | 0.07 | -0.44 | 0.68 | 0.49 | -0.05 | 2.64 | -2.23 |
| 2 | 16 | 14 | 4 | 136 | 0.09 | 1.24 | 0.68 | -0.64 | -0.05 | 2.64 | -0.87 |
| 2 | 16 | 15 | 2 | 106 | 0.03 | 1.56 | 0.68 | -0.71 | -0.76 | 2.64 | -1.71 |
| 2 | 16 | 16 | 9 | 120 | 0.06 | -0.01 | 0.68 | 1.23 | -0.05 | 2.64 | -0.72 |
| 2 | 16 | 17 | 7 | 67 | 0.21 | 0.47 | 0.41 | 1.49 | 1.37 | 2.64 | -0.97 |
| 2 | 16 | 18 | 7 | 213 | 0.33 | 0.07 | 0.57 | -0.21 | -0.05 | 2.64 | -0.36 |
| 2 | 16 | 19 | 5 | 160 | 0.15 | 0.43 | 0.68 | 0.62 | -0.05 | 2.64 | 0.17 |
| 2 | 16 | 20 | 6 | 320 | 0.13 | -0.58 | 0.68 | -0.26 | -0.76 | 2.64 | -0.44 |
| 2 | 16 | 21 | 3 | 85 | 0.06 | 0.38 | 0.68 | 2.29 | -0.05 | 2.64 | -0.61 |
| 2 | 16 | 22 | 6 | 345 | 0.1 | -0.82 | -0.08 | 0.21 | -0.76 | 2.64 | -0.79 |
| 2 | 16 | 23 | 5 | 110 | 0.06 | 1.39 | 0.68 | -0.67 | -0.05 | 2.64 | -1.61 |
| 2 | 17 | 1 | 6 | 440 | 0.09 | -0.58 | -1.27 | 0.12 | -0.05 | -0.67 | 1.29 |
| 2 | 17 | 2 | 10 | 416 | 0.13 | -0.58 | -0.93 | -0.18 | -0.05 | -0.67 | 0.64 |
| 2 | 17 | 3 | 12 | 417 | 0.09 | -0.24 | -0.92 | 0.15 | -0.05 | -0.67 | 1.57 |
| 2 | 17 | 4 | 9 | 349 | 0.12 | 0.29 | -0.93 | 0.23 | -0.05 | -0.67 | -0.11 |
| 2 | 17 | 5 | 5 | 309 | 0.28 | 0.52 | -0.89 | 0.35 | -0.05 | 0.43 | 0.52 |
| 2 | 17 | 6 | 16 | 385 | 0.13 | 0.31 | -0.89 | -0.45 | -0.05 | -0.67 | 0.41 |
| 2 | 17 | 7 | 23 | 372 | 0.09 | 0.31 | -0.91 | 0.03 | -0.05 | -0.67 | 0.86 |
| 2 | 17 | 8 | 21 | 403 | 0.09 | -0.15 | -1.27 | 0.09 | -0.05 | -0.67 | 0.85 |
| 2 | 17 | 9 | 14 | 366 | 0.13 | -0.37 | -0.92 | 0.45 | -0.05 | -0.67 | -0.31 |
| 2 | 17 | 10 | 11 | 419 | 0.13 | -0.26 | -0.89 | -0.36 | -0.05 | -0.67 | 1.02 |
| 2 | 17 | 11 | 13 | 389 | 0.11 | -0.35 | -0.95 | 0.02 | -0.05 | -0.67 | 0.00 |
| 2 | 17 | 12 | 17 | 392 | 0.06 | -0.26 | -0.89 | 0.05 | -0.05 | -0.67 | 0.62 |
| 2 | 17 | 13 | 4 | 362 | 0.17 | 0.15 | -1.08 | 0.01 | -0.05 | -0.67 | -0.67 |
| 2 | 17 | 14 | 9 | 424 | 0.17 | 0.37 | -0.89 | -0.29 | -0.76 | -0.67 | 0.90 |
| 2 | 17 | 15 | 12 | 395 | 0.09 | -0.06 | -1.27 | -0.09 | -0.05 | -0.67 | 0.37 |
| 2 | 17 | 16 | 18 | 399 | 0.11 | -0.17 | -0.89 | 0.09 | -0.05 | -0.67 | 1.05 |
| 2 | 17 | 17 | 15 | 373 | 0.09 | -0.59 | -0.89 | 0.45 | -0.05 | -0.67 | -0.58 |
| 2 | 17 | 18 | 11 | 357 | 0.09 | 0.20 | -0.89 | 0.47 | -0.05 | -0.67 | 0.68 |
| 2 | 17 | 19 | 15 | 398 | 0.26 | 0.98 | -0.89 | -0.41 | -0.57 | -0.67 | 0.49 |
| 2 | 17 | 20 | 20 | 367 | 0.08 | 0.25 | -0.91 | 0.05 | -0.05 | -0.67 | 0.46 |
| 2 | 17 | 21 | 3 | 438 | 0.08 | -0.60 | -0.89 | 0.04 | -0.76 | -0.67 | 0.48 |
| 2 | 17 | 22 | 6 | 429 | 0.08 | -0.22 | -0.89 | -0.07 | -0.76 | -0.67 | 0.68 |
| 2 | 17 | 23 | 15 | 382 | 0.08 | -0.35 | -0.92 | 0.45 | -0.05 | -0.67 | 0.47 |
| 2 | 18 | 1 | 4 | 430 | 0.06 | -0.12 | 2.30 | -0.78 | -0.76 | -0.67 | 0.52 |
| 2 | 18 | 2 | 5 | 199 | 0.07 | 0.53 | 2.30 | 0.46 | -0.05 | 0.43 | 0.62 |
| 2 | 18 | 3 | 4 | 276 | 0.04 | -0.21 | 2.30 | 0.03 | -0.05 | -0.67 | -0.48 |
| 2 | 18 | 4 | 1 | 225 | 0 | 0.74 | 2.30 | -0.19 | -0.05 | -0.67 | -0.79 |
| 2 | 18 | 5 | 4 | 340 | 0.08 | 0.42 | 2.30 | -0.56 | -0.76 | -0.67 | -0.64 |
| 2 | 18 | 6 | 16 | 286 | 0.15 | 0.56 | 2.30 | 0.00 | -0.05 | -0.67 | 1.49 |
| 2 | 18 | 7 | 5 | 242 | 0.04 | 0.41 | 2.30 | 0.45 | -0.05 | -0.67 | 0.35 |
| 2 | 18 | 8 | 7 | 187 | 0.09 | 0.61 | 2.30 | 0.31 | -0.05 | 0.43 | 1.57 |
| 2 | 18 | 9 | 8 | 200 | 0.15 | 0.62 | 2.30 | 0.08 | -0.05 | 0.43 | 0.04 |
| 2 | 18 | 10 | 5 | 226 | 0.04 | 0.41 | 2.30 | 0.05 | -0.05 | 0.43 | 0.69 |
| 2 | 18 | 11 | 8 | 463 | 0.07 | 0.24 | 2.30 | -0.78 | -0.76 | -0.67 | 1.30 |
| 2 | 18 | 12 | 9 | 522 | 0.08 | -0.14 | 2.30 | -1.19 | -1.11 | -0.67 | 1.33 |
| 2 | 18 | 13 | 2 | 115 | 0.08 | 1.74 | 2.30 | 1.23 | -0.05 | -0.67 | -0.03 |
| 2 | 18 | 14 | 6 | 274 | 0.18 | 0.31 | 2.30 | -0.06 | -0.05 | -0.67 | 0.15 |
| 2 | 18 | 15 | 3 | 229 | 0.06 | 0.55 | 2.30 | -0.06 | -0.05 | 0.43 | 1.14 |
| 2 | 18 | 16 | 10 | 254 | 0.13 | 0.67 | 2.30 | 0.22 | -0.05 | -0.67 | 0.87 |
| 2 | 18 | 17 | 4 | 407 | 0.13 | 0.00 | 2.30 | -0.78 | -0.76 | 0.43 | 0.94 |
| 2 | 18 | 18 | 7 | 246 | 0.08 | 0.16 | 2.30 | -0.04 | -0.05 | 0.43 | 1.57 |
| 2 | 18 | 19 | 4 | 339 | 0.04 | -0.04 | 2.30 | 0.05 | -0.76 | -0.67 | 0.04 |
| 2 | 18 | 20 | 3 | 217 | 0.01 | 0.65 | 2.30 | 0.03 | -0.05 | 0.43 | 0.69 |
| 2 | 18 | 21 | 3 | 476 | 0.14 | -0.52 | 2.30 | -0.45 | -0.76 | -0.67 | 1.29 |
| 2 | 18 | 22 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 18 | 23 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 19 | 1 | 6 | 391 | 0.18 | 0.52 | -0.89 | -0.34 | -0.64 | 0.43 | 0.98 |
| 2 | 19 | 2 | 6 | 383 | 0.07 | 0.68 | -0.89 | -0.56 | -0.76 | 0.43 | 0.10 |
| 2 | 19 | 3 | 21 | 470 | 0.12 | -1.02 | -0.91 | -0.76 | -0.76 | 0.43 | 0.53 |
| 2 | 19 | 4 | 11 | 348 | 0.2 | 0.08 | -1.03 | -0.10 | -0.05 | 0.43 | 0.14 |
| 2 | 19 | 5 | 10 | 446 | 0.15 | -1.12 | -0.81 | -0.30 | -0.76 | 0.43 | 0.01 |
| 2 | 19 | 6 | 14 | 350 | 0.08 | 0.07 | -0.89 | 0.05 | -0.05 | 0.43 | 0.74 |
| 2 | 19 | 7 | 8 | 388 | 0.27 | -0.53 | -0.38 | -0.56 | -0.40 | 0.43 | -0.28 |
| 2 | 19 | 8 | 7 | 467 | 0.11 | -1.18 | -0.89 | -0.29 | -0.76 | 0.43 | 0.88 |
| 2 | 19 | 9 | 6 | 425 | 0.09 | -0.49 | -0.89 | -0.23 | -0.76 | 0.43 | 0.58 |
| 2 | 19 | 10 | 9 | 406 | 0.1 | -0.18 | -0.08 | -0.75 | -0.76 | 0.43 | 0.63 |
| 2 | 19 | 11 | 10 | 400 | 0.16 | -0.36 | -0.89 | -0.71 | -0.05 | 0.43 | 0.33 |
| 2 | 19 | 12 | 9 | 347 | 0.21 | -0.22 | -0.89 | 0.49 | -0.13 | 0.43 | 0.63 |
| 2 | 19 | 13 | 8 | 497 | 0.1 | -0.83 | -0.89 | -1.19 | -1.11 | 0.43 | 0.44 |
| 2 | 19 | 14 | 16 | 378 | 0.12 | -0.25 | -1.03 | -0.12 | -0.05 | 0.43 | 0.74 |
| 2 | 19 | 15 | 16 | 418 | 0.15 | -0.73 | -0.08 | -0.41 | -0.76 | 0.43 | 0.82 |
| 2 | 19 | 16 | 22 | 448 | 0.15 | -0.21 | -0.94 | -0.82 | -0.76 | 0.43 | 0.77 |
| 2 | 19 | 17 | 13 | 485 | 0.15 | -0.74 | -0.95 | -0.83 | -0.76 | 0.43 | 1.20 |
| 2 | 19 | 18 | 13 | 447 | 0.14 | -0.52 | -0.98 | -0.75 | -0.76 | 0.43 | 0.17 |
| 2 | 19 | 19 | 10 | 412 | 0.21 | -0.48 | -0.81 | -0.43 | -0.05 | 0.43 | 1.25 |
| 2 | 19 | 20 | 11 | 355 | 0.16 | -0.61 | -0.89 | 0.20 | -0.05 | 0.43 | -0.14 |
| 2 | 19 | 21 | 9 | 390 | 0.1 | -0.66 | -0.89 | -0.14 | -0.05 | 0.43 | 0.65 |
| 2 | 19 | 22 | 10 | 401 | 0.15 | -0.52 | -0.93 | 0.13 | -0.05 | 0.43 | 1.40 |
| 2 | 19 | 23 | 11 | 487 | 0.12 | -0.83 | -1.27 | -0.86 | -0.76 | 0.43 | 0.75 |
| 2 | 20 | 1 | 5 | 73 | 0.02 | -0.13 | 0.68 | 1.70 | 1.37 | 0.43 | -2.46 |
| 2 | 20 | 2 | 3 | 69 | 0.02 | -0.02 | 0.68 | 2.29 | 1.37 | 0.43 | -1.98 |
| 2 | 20 | 3 | 3 | 65 | 0.19 | -0.83 | 1.22 | 3.07 | -0.05 | -0.67 | -2.46 |
| 2 | 20 | 4 | 7 | 79 | 0.03 | 0.82 | 2.30 | 1.21 | 1.37 | 0.43 | -0.92 |
| 2 | 20 | 5 | 5 | 62 | 0.03 | 0.13 | 0.68 | 2.29 | 1.37 | 0.43 | -2.32 |
| 2 | 20 | 6 | 3 | 80 | 0.04 | -0.03 | 0.68 | 1.70 | 1.37 | 0.43 | -2.19 |
| 2 | 20 | 7 | 3 | 71 | 0.03 | 0.47 | 2.30 | 1.70 | 1.37 | 0.43 | -0.79 |
| 2 | 20 | 8 | 2 | 72 | 0 | 0.22 | 0.68 | 1.70 | 1.37 | 0.43 | -2.46 |
| 2 | 20 | 9 | 12 | 35 | 0.14 | 0.15 | 2.30 | 2.29 | 1.37 | 0.43 | -2.29 |
| 2 | 20 | 10 | 4 | 44 | 0.06 | -0.03 | 0.68 | 3.07 | 1.37 | 0.43 | -2.25 |
| 2 | 20 | 11 | 11 | 42 | 0.07 | 0.15 | 2.30 | 1.70 | 1.37 | 0.43 | -2.39 |
| 2 | 20 | 12 | 1 | 31 | 0 | 0.57 | 2.30 | 3.30 | 1.37 | 0.43 | -1.25 |
| 2 | 20 | 13 | 5 | 63 | 0.08 | -0.29 | 0.68 | 2.29 | 1.37 | 0.43 | -2.35 |
| 2 | 20 | 14 | 6 | 66 | 0.05 | 0.39 | 2.30 | 1.70 | 1.37 | 0.43 | -1.23 |
| 2 | 20 | 15 | 1 | 68 | 0 | 0.31 | 0.68 | 2.29 | 1.37 | 0.43 | -1.98 |
| 2 | 20 | 16 | 3 | 78 | 0.05 | 1.06 | 2.30 | 1.23 | 1.37 | 0.43 | -0.62 |
| 2 | 20 | 17 | 4 | 27 | 0.05 | 0.19 | 2.30 | 3.07 | 1.37 | 0.43 | -2.25 |
| 2 | 20 | 18 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 20 | 19 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 20 | 20 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 20 | 21 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 20 | 22 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 20 | 23 | 0 | NA | NA | NA | NA | NA | NA | NA | NA |
| 2 | 21 | 1 | 4 | 504 | 0.17 | 0.72 | -0.89 | -0.66 | -0.76 | 2.64 | 1.36 |
| 2 | 21 | 2 | 5 | 245 | 0.17 | 0.97 | 0.68 | -0.65 | -0.62 | 2.64 | 1.03 |
| 2 | 21 | 3 | 6 | 313 | 0.16 | -0.20 | 0.68 | -0.40 | -0.52 | 2.64 | 0.41 |
| 2 | 21 | 4 | 10 | 338 | 0.18 | 0.27 | -0.89 | -0.34 | -0.05 | 2.64 | 0.32 |
| 2 | 21 | 5 | 4 | 375 | 0.13 | 0.16 | -0.49 | 0.04 | -0.76 | 2.64 | 0.66 |
| 2 | 21 | 6 | 6 | 298 | 0.15 | 1.35 | -0.08 | -0.45 | -0.76 | 2.64 | 0.94 |
| 2 | 21 | 7 | 10 | 526 | 0.21 | -0.31 | -1.08 | -0.88 | -0.76 | 2.64 | 1.28 |
| 2 | 21 | 8 | 11 | 490 | 0.15 | -0.83 | -0.89 | -0.25 | -0.76 | 2.64 | -0.33 |
| 2 | 21 | 9 | 6 | 393 | 0.19 | 1.39 | -0.89 | -0.56 | -0.76 | 2.64 | -0.04 |
| 2 | 21 | 10 | 8 | 359 | 0.11 | 0.49 | -0.89 | -0.39 | -0.05 | 2.64 | 0.95 |
| 2 | 21 | 11 | 6 | 295 | 0.1 | 0.19 | -0.08 | -0.29 | -0.05 | 2.64 | 0.75 |
| 2 | 21 | 12 | 7 | 376 | 0.09 | -0.05 | -0.89 | -0.19 | -0.05 | 2.64 | 0.77 |
| 2 | 21 | 13 | 18 | 205 | 0.2 | 0.58 | 0.68 | -0.13 | -0.13 | 2.64 | 0.65 |
| 2 | 21 | 14 | 6 | 186 | 0.18 | 0.55 | 0.55 | 0.01 | -0.05 | 2.64 | 1.50 |
| 2 | 21 | 15 | 6 | 328 | 0.14 | 0.27 | -0.89 | -0.73 | -0.05 | 2.64 | -0.76 |
| 2 | 21 | 16 | 2 | 215 | 0.1 | 0.75 | -0.08 | -0.46 | -0.05 | 2.64 | -0.35 |
| 2 | 21 | 17 | 5 | 408 | 0.12 | -0.53 | -0.08 | -0.29 | -0.76 | 2.64 | 0.19 |
Now let’s check the compression summary for HVT (map C). The table below shows no of cells, no of cells having quantization error below threshold and percentage of cells having quantization error below threshold for each level.
mapC_compression_summary <- map_C[[3]]$compression_summary %>% dplyr::mutate_if(is.numeric, funs(round(.,4)))
compressionSummaryTable(mapC_compression_summary)| segmentLevel | noOfCells | noOfCellsBelowQuantizationError | percentOfCellsBelowQuantizationErrorThreshold | parameters |
|---|---|---|---|---|
| 1 | 23 | 0 | 0 | n_cells: 23 quant.err: 0.2 distance_metric: L1_Norm error_metric: max quant_method: kmeans |
| 2 | 508 | 434 | 0.85 | n_cells: 23 quant.err: 0.2 distance_metric: L1_Norm error_metric: max quant_method: kmeans |
As it can be seen from the table above,
0% of the cells have hit the quantization
threshold error in level 1 and 85% of the
cells have hit the quantization threshold error in level 2
Let’s plot the Voronoi tessellation for layer 2 (map C)
muHVT::plotHVT(map_C,
line.width = c(0.4,0.2),
color.vec = c("#141B41","#0582CA"),
centroid.size = 0.1,
maxDepth = 2) Figure 14: The Voronoi Tessellation for layer 2 (map C) shown for the 100 cells in the dataset ’computers’ at level 2
Heat Maps
Now let’s plot all the features for each cell at level two as a heatmap for better visualization.
The heatmaps displayed below provides a visual representation of the spatial characteristics of the computers data, allowing us to observe patterns and trends in the distribution of each of the features (n,price,speed,hd,ram,screen,ads). The sheer green shades highlight regions with higher values in each of the heatmaps, while the indigo shades indicate areas with the lowest values in each of the heatmaps. By analyzing these heatmaps, we can gain insights into the variations and relationships between each of these features within the computers data.
hvtHmap(
map_C,
trainComputers,
child.level = 2,
hmap.cols = "n",
line.width = c(0.6,0.4),
color.vec = c("#141B41","#0582CA"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 100,
) Figure 15: The Voronoi Tessellation with the heat map overlaid for features No. of entities in each cell
hvtHmap(
map_C,
trainComputers,
child.level = 2,
hmap.cols = "price",
line.width = c(0.6,0.4),
color.vec = c("#141B41","#0582CA"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 100,
) Figure 16: The Voronoi Tessellation with the heat map overlaid for features price in the ’computers’ dataset
hvtHmap(
map_C,
trainComputers,
child.level = 2,
hmap.cols = "speed",
line.width = c(0.6,0.4),
color.vec = c("#141B41","#0582CA"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 100,
) Figure 17: The Voronoi Tessellation with the heat map overlaid for features speed in the ’computers’ dataset
hvtHmap(
map_C,
trainComputers,
child.level = 2,
hmap.cols = "hd",
line.width = c(0.6,0.4),
color.vec = c("#141B41","#0582CA"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 100,
) Figure 18: The Voronoi Tessellation with the heat map overlaid for features hd in the ’computers’ dataset
hvtHmap(
map_C,
trainComputers,
child.level = 2,
hmap.cols = "ram",
line.width = c(0.6,0.4),
color.vec = c("#141B41","#0582CA"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 100,
) Figure 19: The Voronoi Tessellation with the heat map overlaid for features ram in the ’computers’ dataset
hvtHmap(
map_C,
trainComputers,
child.level = 2,
hmap.cols = "screen",
line.width = c(0.6,0.4),
color.vec = c("#141B41","#0582CA"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 100,
) Figure 20: The Voronoi Tessellation with the heat map overlaid for features screen in the ’computers’ dataset
hvtHmap(
map_C,
trainComputers,
child.level = 2,
hmap.cols = "ads",
line.width = c(0.6,0.4),
color.vec = c("#141B41","#0582CA"),
palette.color = 6,
centroid.size = 0.1,
show.points = T,
quant.error.hmap = 0.2,
n_cells.hmap = 100,
) Figure 21: The Voronoi Tessellation with the heat map overlaid for features ads in the ’computers’ dataset
We now have the set of maps (map A, map B & map C) which will be used to predict which map and cell each test record is assigned to, but before that lets view our test dataset
Now once we have built the model, let us try to predict using our test dataset which cell and which layer each point belongs to.
Raw Testing Dataset
The testing dataset includes the following columns:
Let’s have a look at our randomly selected test dataset containing 1253 datapoints.
Table(head(testComputers_data))| Row.No | price | speed | hd | ram | screen | ads |
|---|---|---|---|---|---|---|
| 3 | 1595 | 25 | 170 | 4 | 15 | 94 |
| 4 | 1849 | 25 | 170 | 8 | 14 | 94 |
| 7 | 1720 | 25 | 170 | 4 | 14 | 94 |
| 10 | 2575 | 50 | 210 | 4 | 15 | 94 |
| 11 | 2195 | 33 | 170 | 8 | 15 | 94 |
| 14 | 2295 | 25 | 245 | 8 | 14 | 94 |
The predictLayerHVT function is used to score the test data using the predictive set of maps. This function takes an input - a test data and a set of maps (map A, map B, map C).
Now, Let us understand the
predictLayerHVT function.
predictLayerHVT(data,
map_A,
map_B,
map_C,
mad.threshold = 0.2,
normalize = T,
distance_metric="L1_Norm",
error_metric="max",
child.level = 1,
line.width = c(0.6, 0.4, 0.2),
color.vec = c("#141B41", "#6369D1", "#D8D2E1"),
yVar= NULL,
...)Each of the parameters of predictLayerHVT function has been explained below:
data - A dataframe containing the
test dataset. The variables from this dataset can also be used to
overlay as heatmap.
map A - A list of hvt.results.model
obtained from HVT function while performing hierarchical vector
quantization on train data.
map B - A list of hvt.results.model
obtained from HVT function while performing hierarchical vector
quantization on data with novelty which was obtained as a result of
removeNovelty function.
map C - A list of hvt.results.model
obtained from HVT function while performing hierarchical vector
quantization on data without novelty obtained as a result of
removeNovelty function.
child.level - A number indicating
the layer for which the heat map is to be plotted.(Only used if
hmap.cols is not NULL).It specifies the specific layer within the
hierarchical structure of the model.
mad.threshold - A numeric values
indicating the permissible Mean Absolute Deviation.
normalize - A logical value
indicating if the columns in your dataset should be normalized. Default
value is TRUE, which means the columns will be normalized.
distance_metric - The distance
metric can be ’Euclidean” or “Manhattan”. Euclidean is selected by
default.
error_metric - The error metric can
be “mean” or “max”. mean is selected by default.
yVar - Name of the dependent
variable(s).
... - color.vec and line.width can
be passed from here.
The function predicts based on the HVT maps - map A, map B and map C, constructed using HVT function. For each test record, the function will assign that record to Layer1 or Layer2. Layer1 contains the cell ids from map A and Layer 2 contains cell ids from map B (novelty map) and map C (map without novelty).
Prediction Algorithm
The prediction algorithm recursively calculates the distance between each point in the test dataset and the cell centroids for each level. The following steps explain the prediction method for a single point in the test dataset:
Note : The prediction algorithm will not work if some of the variables used to perform quantization are missing. In the test dataset, we should not remove any features
Let’s see which cell and layer each point belongs to and check the Mean Absolute Difference.
validation_data <- testComputers
new_predict <- predictLayerHVT(
data=validation_data,
map_A,
map_B,
map_C,
normalize = T
)summary_list <- map_A[[3]]
train_colnames <- names(summary_list[["nodes.clust"]][[1]][[1]])
scaled_test_data <- scale(
testComputers[, train_colnames],
center = summary_list$scale_summary$mean_data[train_colnames],
scale = summary_list$scale_summary$std_data[train_colnames])testComputers <- scaled_test_data
data1 <- data.frame(testComputers)
data1$Row.No <- row.names(testComputers_data)
data1 <- data1 %>% dplyr::select(Row.No,price,speed,hd,ram,screen,ads)
colnames(data1) <- c("Row.No","price_act","speed_act","hd_act","ram_act","screen_act","ads_act")
Layer2.Cell.ID <- new_predict$Layer2.Cell.ID
combined <- cbind(data1,Layer2.Cell.ID)
combined <- combined %>%mutate(Cell.ID = gsub("[BC]", "", Layer2.Cell.ID))
mapC_summary <- map_C[[3]]$summary
df1 <- combined
df1$Cell.ID <- as.numeric(df1$Cell.ID)
df2 <- mapC_summary
merged_df <- merge(df1, df2, by = "Cell.ID", all.x = TRUE)
sorted_df <- merged_df[order(merged_df$Row.No), ]
sorted_df <- sorted_df %>% select(price_act,speed_act,hd_act,ram_act,screen_act,ads_act,Layer2.Cell.ID,price,speed,hd,ram,screen,ads)
sorted_df$Row.No <- testComputers_data$Row.Nosorted_df <- sorted_df%>% dplyr::select(Row.No,price_act,speed_act,hd_act,ram_act,screen_act,ads_act,Layer2.Cell.ID,price,speed,hd,ram,screen,ads)
colnames(sorted_df) <- c("Row.No","price_act","speed_act","hd_act","ram_act","screen_act","ads_act","Layer2.Cell.ID","price_pred","speed_pred","hd_pred","ram_pred","screen_pred","ads_pred")
sorted_df$diff <- rowMeans(abs(sorted_df[, c("price_act","speed_act","hd_act","ram_act","screen_act","ads_act")] - sorted_df[, c("price_pred","speed_pred","hd_pred","ram_pred","screen_pred","ads_pred")]))
rownames(sorted_df) <- NULL
options(scipen = 999)
sorted_df %>% head(1000) %>%as.data.frame() %>%Table(scroll = T)| Row.No | price_act | speed_act | hd_act | ram_act | screen_act | ads_act | Layer2.Cell.ID | price_pred | speed_pred | hd_pred | ram_pred | screen_pred | ads_pred | diff |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | -1.0785679 | -1.2710382 | -0.9472574 | -0.7589986 | 0.4307274 | -1.7213059 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4690860 |
| 4 | 1.1382448 | -0.0817113 | -0.7914378 | -0.7589986 | 2.6404120 | -1.7213059 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.7270993 |
| 7 | 1.3374115 | -0.0817113 | 0.1512706 | 1.3676416 | 0.4307274 | -1.1163339 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.5289052 |
| 10 | -1.0629809 | 0.6794579 | -0.7758559 | -0.7589986 | -0.6741149 | -0.5382496 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3296222 |
| 11 | -0.6455967 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -0.5382496 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2260196 |
| 14 | 0.9286867 | -0.8904536 | 2.2859986 | 2.7854017 | 0.4307274 | -0.5382496 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.3797882 |
| 15 | 1.0845564 | -0.8904536 | 2.2859986 | 2.7854017 | 0.4307274 | -0.5382496 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.3538099 |
| 19 | -0.8984519 | 0.6794579 | 0.0266149 | -0.0501185 | -0.6741149 | -0.5382496 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2389879 |
| 22 | -1.0716404 | 0.6794579 | 0.4940736 | -0.0501185 | -0.6741149 | -0.5382496 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2627947 |
| 24 | -1.3660608 | -0.8904536 | 0.0421969 | -0.7589986 | 0.4307274 | -0.5382496 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3562045 |
| 28 | -1.2638796 | -0.8904536 | 0.0421969 | -0.7589986 | -0.6741149 | -0.5382496 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2052541 |
| 29 | -0.7252634 | 0.6794579 | 0.0266149 | -0.0501185 | -0.6741149 | -0.5382496 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2255907 |
| 33 | -0.5520749 | 0.6794579 | 0.0460923 | -0.0501185 | -0.6741149 | -0.5382496 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2512092 |
| 39 | -0.0480964 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | -1.1163339 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2549919 |
| 40 | -0.4810676 | 0.6794579 | 0.4473277 | -0.0501185 | 0.4307274 | -0.5382496 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2696121 |
| 43 | 1.0776288 | 2.2969425 | 0.4473277 | 1.3676416 | 0.4307274 | -0.5382496 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.5514687 |
| 46 | -1.2448289 | -0.0817113 | -0.2850242 | -0.7589986 | 0.4307274 | -0.5382496 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3835282 |
| 48 | -1.6448943 | -0.8904536 | 0.0577788 | -0.7589986 | 0.4307274 | -0.5382496 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4052738 |
| 53 | 0.5649909 | -0.0817113 | 1.1952617 | 1.3676416 | 0.4307274 | -0.5382496 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.2459902 |
| 62 | 1.5106000 | -0.8904536 | 2.2859986 | 2.7854017 | 0.4307274 | -0.5382496 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.2926470 |
| 73 | -1.1495752 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | -0.5382496 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.0862625 |
| 74 | -0.4810676 | -0.8904536 | 2.2859986 | -0.0501185 | -0.6741149 | -0.5382496 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.6523298 |
| 80 | 0.1250921 | -0.8904536 | 1.1952617 | 1.3676416 | 0.4307274 | -0.8609013 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.3872675 |
| 85 | -0.8655461 | 0.6794579 | 0.0577788 | -0.7589986 | 2.6404120 | -0.8609013 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.3805670 |
| 86 | -0.1260312 | -0.0817113 | -0.9472574 | -0.7589986 | -0.6741149 | -1.1163339 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2648147 |
| 93 | 0.6533170 | -0.8904536 | 2.2859986 | 2.7854017 | 0.4307274 | -0.8609013 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.4794584 |
| 99 | -1.0006331 | 0.6794579 | -0.7758559 | -0.7589986 | 0.4307274 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.4373282 |
| 100 | -0.5105097 | -0.8904536 | 0.4473277 | -0.0501185 | -0.6741149 | -0.8609013 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.4045669 |
| 104 | -0.7252634 | 0.6794579 | 0.0266149 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.1964053 |
| 106 | -0.4239154 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2337811 |
| 110 | 0.1337515 | -0.8904536 | 1.1952617 | 1.3676416 | 0.4307274 | -0.8609013 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.3858242 |
| 111 | -0.3788864 | 0.6794579 | 1.2342166 | -0.0501185 | 0.4307274 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3886050 |
| 115 | -0.5538068 | 0.6794579 | 0.0266149 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2249814 |
| 118 | 0.8334330 | 2.2969425 | 1.2342166 | 1.3676416 | 0.4307274 | -0.8609013 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.5488108 |
| 133 | -1.1651622 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2414053 |
| 157 | 0.8178461 | -0.0817113 | -0.2850242 | -0.0501185 | -0.6741149 | -1.1163339 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.3702157 |
| 158 | 0.1909037 | 2.2969425 | -0.5577085 | -0.7589986 | -0.6741149 | -0.8609013 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.5216904 |
| 160 | -1.2119230 | -0.8904536 | 0.0577788 | -0.7589986 | 2.6404120 | -0.8609013 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.6856320 |
| 168 | -0.2212849 | 0.6794579 | 2.2859986 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.5739980 |
| 174 | -0.9677273 | 0.6794579 | 0.0460923 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2181021 |
| 175 | -0.6455967 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.1968342 |
| 176 | -0.6300097 | -0.8904536 | 0.4473277 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.4168352 |
| 177 | -0.6109590 | 0.6794579 | 0.4940736 | -0.0501185 | 2.6404120 | -0.8609013 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.1514702 |
| 184 | -0.1208356 | 0.6794579 | 1.2342166 | -0.0501185 | 2.6404120 | -0.8609013 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.1931402 |
| 188 | -1.0872273 | -0.8904536 | -0.7758559 | -0.7589986 | 0.4307274 | -0.8609013 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2322443 |
| 189 | -1.4180174 | 0.6794579 | 0.0577788 | -0.7589986 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3517822 |
| 190 | 1.6924480 | 0.6794579 | 0.4940736 | -0.0501185 | 0.4307274 | -1.1163339 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.3869864 |
| 202 | -1.2985173 | 0.6794579 | 0.0577788 | -0.7589986 | 0.4307274 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3480365 |
| 205 | -0.2472631 | 0.6794579 | 2.5976378 | -0.0501185 | 0.4307274 | -0.8609013 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.6137011 |
| 208 | -0.6923576 | -0.0817113 | 0.0577788 | -0.7589986 | 2.6404120 | -0.8609013 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.4729947 |
| 210 | 1.1780781 | 2.2969425 | 1.2342166 | 1.3676416 | 0.4307274 | -0.8609013 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.6062516 |
| 221 | -0.8135895 | -0.0817113 | 0.5135511 | -0.7589986 | 2.6404120 | -0.8609013 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.4279274 |
| 225 | -1.0006331 | 0.6794579 | -0.7758559 | -0.7589986 | -0.6741149 | -0.8609013 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3416838 |
| 226 | -0.5434155 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2138644 |
| 228 | 0.2359327 | -0.8904536 | 1.1952617 | 1.3676416 | 0.4307274 | -0.8609013 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.3687940 |
| 233 | 1.0845564 | -0.8904536 | 2.2859986 | 2.7854017 | 0.4307274 | -0.8609013 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.4075852 |
| 235 | -1.2448289 | -0.0817113 | 0.0577788 | -0.7589986 | -0.6741149 | -0.8609013 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3084121 |
| 237 | 0.7399113 | -0.0817113 | -0.6356183 | -0.0501185 | 0.4307274 | -1.1163339 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.4386379 |
| 245 | -0.9053794 | -0.8904536 | 0.4473277 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.4155113 |
| 247 | -0.5676619 | -0.8904536 | 0.4473277 | -0.0501185 | -0.6741149 | -0.8609013 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.4140923 |
| 248 | 0.2099545 | 0.6794579 | 0.0460923 | -0.0501185 | 2.6404120 | -0.8609013 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.1108041 |
| 254 | -0.3442487 | 0.6794579 | 2.2859986 | -0.0501185 | 0.4307274 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.5696750 |
| 282 | -0.8031982 | -0.8904536 | 0.4473277 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3984811 |
| 283 | -0.5676619 | -0.8904536 | 0.4473277 | -0.0501185 | 0.4307274 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.4433974 |
| 285 | -1.4249449 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | -0.8609013 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.1227157 |
| 308 | -0.7321909 | -0.8904536 | 0.4473277 | -0.0501185 | -0.6741149 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3998050 |
| 310 | -1.3227637 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | -0.8609013 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.1056855 |
| 312 | -0.7321909 | 0.6794579 | 0.4940736 | -0.0501185 | 0.4307274 | -0.8609013 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2063638 |
| 313 | -0.3788864 | -0.8904536 | -0.9472574 | -0.7589986 | -0.6741149 | -1.1163339 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2875199 |
| 320 | -0.8205171 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | -0.8609013 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.1427758 |
| 325 | 0.0350341 | 2.2969425 | 0.5135511 | -0.0501185 | 2.6404120 | -0.9415643 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.3031879 |
| 329 | 0.4801285 | 0.6794579 | -0.1915325 | -0.0501185 | -0.6741149 | -0.9415643 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3628656 |
| 330 | -0.8135895 | -0.0817113 | 0.0577788 | -0.7589986 | 2.6404120 | -0.9415643 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.4797562 |
| 332 | -0.4897270 | 0.6794579 | 2.2859986 | -0.0501185 | -0.6741149 | -0.9415643 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.5427015 |
| 348 | -1.3227637 | -0.0817113 | -0.2850242 | -0.7589986 | -0.6741149 | -0.9415643 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2777112 |
| 349 | 0.2688386 | 0.6794579 | 1.1952617 | 1.3676416 | 0.4307274 | -0.9415643 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.3438255 |
| 355 | -0.5001183 | 0.6794579 | 2.2859986 | -0.0501185 | -0.6741149 | -0.9415643 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.5409696 |
| 356 | -0.4741401 | -0.0817113 | 0.4473277 | -0.0501185 | -0.6741149 | -0.9415643 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3214669 |
| 360 | -1.2361694 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | -0.9415643 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3901404 |
| 380 | 1.2421579 | -0.0817113 | -0.6356183 | -0.0501185 | 2.6404120 | -1.1163339 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.5235372 |
| 389 | 0.2532516 | -0.8904536 | -0.7836469 | -0.0501185 | 2.6404120 | -0.9415643 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.4589957 |
| 397 | 0.3052081 | 0.6794579 | 2.2859986 | -0.0501185 | 2.6404120 | -0.9415643 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.3414235 |
| 399 | 0.2082226 | 2.2969425 | 0.5135511 | -0.0501185 | 2.6404120 | -0.9415643 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.2994321 |
| 405 | 0.1250921 | -0.0817113 | 1.1952617 | 1.3676416 | 0.4307274 | -0.9415643 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.2659209 |
| 406 | 0.3918024 | -0.0817113 | 1.1952617 | 1.3676416 | 0.4307274 | -0.9415643 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.2578524 |
| 417 | -0.3875458 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -0.9415643 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2532865 |
| 424 | -0.1208356 | 1.1076156 | 0.5135511 | -0.0501185 | 2.6404120 | -0.9415643 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.1309450 |
| 425 | 0.1320196 | 2.2969425 | 0.4473277 | -0.0501185 | -0.6741149 | -0.9415643 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5288339 |
| 430 | -0.3788864 | 2.2969425 | 0.0266149 | -0.0501185 | -0.6741149 | -0.9415643 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5138017 |
| 437 | 1.5106000 | 2.2969425 | 2.2859986 | 2.7854017 | 0.4307274 | -0.9415643 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.5882169 |
| 446 | 0.6186793 | -0.0817113 | -0.6356183 | -0.0501185 | 0.4307274 | -1.1163339 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.4184326 |
| 452 | -0.0342413 | 2.2969425 | 0.0266149 | -0.0501185 | -0.6741149 | -0.9415643 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.4896149 |
| 454 | 0.6533170 | 0.6794579 | 2.2859986 | 2.7854017 | 0.4307274 | -0.9415643 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.4516722 |
| 455 | -0.6404010 | 0.6794579 | 0.5135511 | -0.7589986 | 2.6404120 | -0.9415643 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.2643263 |
| 463 | 1.9435713 | 2.2969425 | 2.2859986 | 2.7854017 | 2.6404120 | -0.9415643 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.7950152 |
| 477 | 0.8178461 | -0.0817113 | 2.2859986 | 2.7854017 | 0.4307274 | -0.9415643 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.3306904 |
| 488 | -0.8118576 | 0.6794579 | 0.5135511 | -0.0501185 | 0.4307274 | -0.9415643 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2231732 |
| 493 | 0.9130997 | 2.2969425 | 2.2859986 | 2.7854017 | 0.4307274 | -0.9415643 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.5547526 |
| 495 | 1.1780781 | 2.2969425 | 1.2342166 | 1.3676416 | 0.4307274 | -0.9415643 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.5928078 |
| 497 | -0.8984519 | 0.6794579 | -0.5577085 | -0.7589986 | -0.6741149 | -0.9415643 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3812130 |
| 499 | -0.5538068 | 0.6794579 | 0.0266149 | -0.0501185 | -0.6741149 | -0.9415643 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2384252 |
| 501 | -0.5520749 | -0.8904536 | -0.9472574 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2009689 |
| 509 | -0.5520749 | 0.6794579 | 0.0460923 | -0.0501185 | -0.6741149 | -0.9415643 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2354676 |
| 510 | -1.1738216 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | -0.9415643 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3816605 |
| 512 | -0.8984519 | 0.6794579 | 0.0266149 | -0.0501185 | -0.6741149 | -0.9415643 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2232463 |
| 515 | 1.1347810 | 2.2969425 | 2.2859986 | 2.7854017 | 0.4307274 | -0.7936822 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.6163465 |
| 516 | -0.7252634 | 0.6794579 | 0.0266149 | -0.0501185 | -0.6741149 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.1852021 |
| 530 | -0.1901109 | 1.1076156 | 0.5135511 | -0.0501185 | 2.6404120 | -0.7936822 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.1671379 |
| 538 | -1.4180174 | -0.8904536 | -0.7914378 | -0.7589986 | -0.6741149 | -0.7936822 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.1129549 |
| 540 | -0.6750387 | 0.6794579 | -0.5577085 | -0.7589986 | -0.6741149 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3515396 |
| 554 | -0.7096764 | -0.0817113 | 0.5135511 | -0.7589986 | 2.6404120 | -0.7936822 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.4218117 |
| 556 | -0.4221835 | 0.6794579 | 0.5135511 | -0.0501185 | 2.6404120 | -0.7936822 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.1344571 |
| 557 | 3.0779559 | -0.8904536 | 0.1512706 | -0.0501185 | -0.6741149 | -1.7213059 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.7242998 |
| 565 | -0.2126255 | -0.8904536 | -0.6356183 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2270607 |
| 566 | -0.0169225 | 2.2969425 | 0.5135511 | -0.0501185 | 2.6404120 | -0.7936822 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.3364943 |
| 571 | 0.3848748 | 2.2969425 | 1.7016753 | 1.3676416 | 0.4307274 | -0.7936822 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.4073445 |
| 580 | -0.5676619 | 1.1076156 | 1.2342166 | -0.0501185 | 0.4307274 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.4172989 |
| 585 | -0.1260312 | 0.6794579 | -0.1915325 | -0.0501185 | -0.6741149 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3214320 |
| 591 | -0.9937055 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3269942 |
| 593 | -0.7252634 | 2.2969425 | 0.0460923 | -0.0501185 | -0.6741149 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.4515366 |
| 595 | -1.4249449 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | -0.7936822 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3969560 |
| 596 | 0.1683892 | 1.1076156 | 2.5976378 | 1.3676416 | 0.4307274 | -0.7936822 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.4002201 |
| 597 | -1.1651622 | 1.1076156 | 0.4940736 | -0.0501185 | 0.4307274 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3255237 |
| 619 | -1.3383506 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2590669 |
| 622 | -0.5676619 | 0.6794579 | -1.1926732 | -1.1134387 | 0.4307274 | -0.6189125 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.5411040 |
| 628 | -1.3141043 | -0.0817113 | 0.0460923 | -0.7589986 | -0.6741149 | -0.7936822 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3068071 |
| 629 | -1.2448289 | -0.0817113 | 0.0577788 | -0.7589986 | 0.4307274 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.4104979 |
| 635 | -1.3227637 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | -0.7936822 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3799257 |
| 644 | -0.9053794 | 0.6794579 | 1.2342166 | -0.0501185 | 0.4307274 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3342241 |
| 645 | -1.2448289 | 0.6794579 | -0.1876370 | -0.0501185 | 0.4307274 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3082084 |
| 650 | 0.2203458 | 2.2969425 | 1.7016753 | 1.3676416 | 0.4307274 | -0.7936822 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.3799230 |
| 657 | -1.7713219 | -0.0817113 | -0.2850242 | -0.7589986 | -0.6741149 | -0.7936822 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3278239 |
| 662 | -0.7841475 | 0.6794579 | 0.4940736 | -0.0501185 | 2.6404120 | -0.7936822 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.1915382 |
| 679 | -1.0629809 | 2.2969425 | -0.2850242 | -0.7589986 | -0.6741149 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.6081209 |
| 681 | 1.2508173 | 0.6794579 | 2.2859986 | 2.7854017 | 2.6404120 | -0.7936822 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.6308153 |
| 685 | -1.2604158 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2087229 |
| 687 | -1.4093579 | -0.0817113 | -0.2850242 | -0.7589986 | -0.6741149 | -0.7936822 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2674966 |
| 692 | 0.1822443 | 0.6794579 | 1.7016753 | 1.3676416 | 0.4307274 | -0.7936822 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.2703894 |
| 695 | -1.2448289 | -0.0817113 | 0.5135511 | -0.7589986 | 0.4307274 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.4138803 |
| 698 | -0.8984519 | 0.6794579 | -0.5577085 | -0.7589986 | -0.6741149 | -0.7936822 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3565660 |
| 702 | -0.9919737 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2707971 |
| 704 | 0.5580633 | 0.6794579 | 1.7016753 | 1.3676416 | 2.6404120 | -1.2104407 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.5489497 |
| 709 | 1.2508173 | 0.6794579 | 2.2859986 | 2.7854017 | 2.6404120 | -1.2104407 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.5613556 |
| 717 | -1.1997999 | 1.1076156 | 0.4940736 | -0.0501185 | 0.4307274 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.4007564 |
| 722 | -1.5115391 | -0.0817113 | -0.2850242 | -0.7589986 | -0.6741149 | -1.2104407 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3539865 |
| 725 | -0.6733068 | 0.6794579 | 0.0266149 | -0.0501185 | -0.6741149 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2633213 |
| 726 | -0.2472631 | -0.0817113 | -0.6356183 | -0.0501185 | -0.6741149 | -0.6189125 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3625372 |
| 728 | 0.2203458 | 2.2969425 | 1.7016753 | 1.3676416 | 0.4307274 | -1.2104407 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.3104632 |
| 731 | -0.5434155 | 2.2969425 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2104407 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.3714487 |
| 734 | 0.8749983 | 0.6794579 | 2.2859986 | 2.7854017 | 0.4307274 | -1.2104407 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.4302017 |
| 736 | -0.8118576 | 0.6794579 | 0.5135511 | -0.0501185 | 0.4307274 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2679860 |
| 737 | -0.8897925 | -0.0817113 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3363796 |
| 749 | -0.9053794 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2563647 |
| 751 | -0.8031982 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2393345 |
| 762 | -1.6847276 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | -1.2104407 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.5097128 |
| 766 | 0.8178461 | 2.2969425 | 1.7016753 | 1.3676416 | 2.6404120 | -1.2104407 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.7783274 |
| 770 | 0.7554982 | 0.6794579 | 2.2859986 | 2.7854017 | 0.4307274 | -1.2104407 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.4482254 |
| 775 | 0.1337515 | -0.0817113 | -0.7836469 | -0.0501185 | 0.4307274 | -0.6189125 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3965454 |
| 784 | -0.5971039 | 2.2969425 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2104407 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.3625006 |
| 801 | 0.4420270 | 2.2969425 | 1.7016753 | 1.3676416 | 0.4307274 | -1.2104407 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.3474101 |
| 806 | 0.4714691 | -0.0817113 | 1.7016753 | 1.3676416 | 2.6404120 | -1.2104407 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.6210022 |
| 824 | -0.1624008 | 2.2969425 | 0.5135511 | -0.0501185 | 2.6404120 | -1.2104407 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.3710103 |
| 826 | -0.8551548 | -0.0817113 | 0.5135511 | -0.7589986 | 2.6404120 | -1.2104407 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.4563277 |
| 833 | -1.4197492 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | -1.2104407 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4655498 |
| 848 | -1.0629809 | 2.2969425 | -0.2850242 | -0.7589986 | -0.6741149 | -1.2104407 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5601163 |
| 857 | -1.1045462 | 0.6794579 | 0.4940736 | -0.0501185 | 0.4307274 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3135211 |
| 865 | -0.4741401 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2836669 |
| 868 | -0.8274446 | -0.0817113 | 0.4473277 | -0.0501185 | 0.4307274 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3421593 |
| 869 | -0.0480964 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2563984 |
| 876 | -0.9919737 | -0.0817113 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3534099 |
| 888 | -1.4249449 | -0.0817113 | -0.2850242 | -0.0501185 | -0.6741149 | -1.2104407 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4566268 |
| 889 | -1.3470101 | -0.0817113 | -0.2850242 | -0.7589986 | 0.4307274 | -1.2104407 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4604853 |
| 895 | -0.9400171 | 0.6794579 | 0.4940736 | -0.0501185 | 0.4307274 | -1.2104407 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2860996 |
| 902 | -0.2143573 | 2.2969425 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2104407 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4262917 |
| 911 | -0.9556041 | 0.6794579 | -0.5577085 | -0.7589986 | -0.6741149 | -1.2507722 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4252359 |
| 921 | 0.4801285 | -0.0817113 | 2.2859986 | 2.7854017 | 0.4307274 | -1.2507722 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.4385113 |
| 937 | 0.9113679 | -0.0817113 | 2.2859986 | 2.7854017 | 0.4307274 | -1.2507722 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.3666380 |
| 939 | -1.1149375 | -0.0817113 | -0.5577085 | -0.7589986 | -0.6741149 | -1.2507722 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2718187 |
| 940 | -0.3511762 | 2.2969425 | 2.2859986 | -0.0501185 | -0.6741149 | -1.2507722 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5997939 |
| 941 | -0.8620823 | -0.8904536 | -0.9472574 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.1493010 |
| 944 | -0.8897925 | -0.0817113 | 0.5135511 | -0.7589986 | 2.6404120 | -1.2507722 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.4688225 |
| 945 | -1.5912058 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | -1.2507722 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.5008478 |
| 947 | -0.1104442 | -0.0817113 | 1.7016753 | 1.3676416 | 0.4307274 | -1.2507722 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.2934901 |
| 952 | -0.1260312 | 0.6794579 | 1.7016753 | 1.3676416 | 0.4307274 | -1.2507722 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.3979503 |
| 955 | -0.0169225 | 1.1076156 | 0.5135511 | -0.0501185 | 2.6404120 | -1.2507722 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.1552647 |
| 962 | 0.7312518 | 2.2969425 | 1.7016753 | 1.3676416 | 2.6404120 | -1.2507722 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.7571731 |
| 965 | -1.0629809 | 2.2969425 | -0.2850242 | -0.7589986 | -0.6741149 | -1.2507722 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5533944 |
| 966 | -0.7166040 | 0.6794579 | 0.5135511 | -0.7589986 | 2.6404120 | -1.2507722 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.3186653 |
| 973 | -0.6455967 | 2.2969425 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2507722 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.3476965 |
| 975 | -0.9919737 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2507722 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2775190 |
| 977 | -0.2056979 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2911609 |
| 991 | -0.5520749 | 2.2969425 | 0.5135511 | -0.0501185 | 0.4307274 | -1.2507722 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4053875 |
| 992 | -1.0006331 | 2.2969425 | -0.2850242 | -0.7589986 | 0.4307274 | -1.2507722 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5961443 |
| 994 | 0.4420270 | 2.2969425 | 1.7016753 | 1.3676416 | 0.4307274 | -1.2507722 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.3406882 |
| 996 | -0.9763867 | -0.0817113 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2507722 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3575339 |
| 1008 | -0.8897925 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2507722 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.2604888 |
| 1011 | -1.1651622 | 2.2969425 | -0.2850242 | -0.7589986 | -0.6741149 | -1.2507722 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5704246 |
| 1012 | 1.0152810 | 2.2969425 | 2.2859986 | 2.7854017 | 0.4307274 | -1.2507722 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.5202482 |
| 1013 | 0.6515851 | 2.2969425 | 1.7016753 | 1.3676416 | 0.4307274 | -1.2507722 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.3756145 |
| 1018 | -1.4336043 | -0.0817113 | -0.2850242 | -0.7589986 | 0.4307274 | -1.2507722 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4816396 |
| 1020 | -0.9677273 | 0.6794579 | -0.2850242 | -0.7589986 | 2.6404120 | -1.2507722 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.4829257 |
| 1036 | 1.8136799 | -0.8904536 | 0.4940736 | -0.0501185 | 2.6404120 | -0.6189125 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.6040394 |
| 1038 | -1.1668940 | -0.0817113 | -0.2850242 | -0.7589986 | -0.6741149 | -1.2507722 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3086067 |
| 1039 | -0.6975532 | 0.6794579 | 2.2859986 | -0.0501185 | -0.6741149 | -1.2507722 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.5595984 |
| 1051 | 0.1406791 | 2.2969425 | 1.7016753 | 1.3676416 | 0.4307274 | -1.2507722 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.3035119 |
| 1052 | -0.2143573 | 2.2969425 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2507722 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4195698 |
| 1067 | -0.6473286 | -0.0817113 | 0.4473277 | -0.0501185 | -0.6741149 | -1.2507722 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.3441368 |
| 1076 | 0.1562660 | 2.2969425 | 1.7016753 | -0.0501185 | 2.6404120 | -1.2507722 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.5304318 |
| 1090 | -1.7643943 | -0.0817113 | 0.5135511 | -0.7589986 | -0.6741149 | -1.2507722 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.5359469 |
| 1097 | -0.7702924 | 0.6794579 | 1.7016753 | -0.0501185 | -0.6741149 | -1.9767386 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4662247 |
| 1112 | -0.3875458 | 2.2969425 | 1.7016753 | -0.0501185 | -0.6741149 | -1.9767386 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4500887 |
| 1115 | 0.0471573 | 2.2969425 | 2.2859986 | 1.3676416 | 0.4307274 | -1.9767386 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.1832159 |
| 1125 | 0.0471573 | -0.8904536 | -0.6356183 | -0.0501185 | 0.4307274 | -0.6189125 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.4054435 |
| 1130 | -1.0439302 | 2.2969425 | 2.2859986 | -0.7589986 | -0.6741149 | -1.9767386 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5849315 |
| 1138 | 0.4801285 | -0.0817113 | 3.0650965 | 2.7854017 | 0.4307274 | -1.9767386 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.5874312 |
| 1141 | -0.8187852 | 2.2969425 | 1.7016753 | -0.0501185 | -0.6741149 | -1.9767386 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.3873786 |
| 1145 | -0.6213503 | 0.6794579 | 0.4940736 | -0.0501185 | 2.6404120 | -1.9767386 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.3023912 |
| 1155 | -1.1668940 | -0.0817113 | 0.4473277 | -0.7589986 | -0.6741149 | -1.9767386 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 2.2122567 |
| 1160 | -0.7252634 | 0.6794579 | 1.2342166 | -0.0501185 | -0.6741149 | -1.9767386 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.3958197 |
| 1172 | -0.0480964 | -0.0817113 | 3.0650965 | 1.3676416 | 0.4307274 | -1.9767386 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.5180137 |
| 1174 | 0.6689040 | 1.1076156 | 3.0650965 | 2.7854017 | 0.4307274 | -1.9767386 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.3577474 |
| 1177 | 0.0090558 | -0.0817113 | 2.2859986 | 1.3676416 | 0.4307274 | -1.9767386 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.3786387 |
| 1187 | -0.5971039 | 2.2969425 | 1.7016753 | -0.0501185 | -0.6741149 | -1.9767386 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4151624 |
| 1188 | 1.5192595 | -0.8904536 | -0.2850242 | 1.3676416 | -0.6741149 | -1.7213059 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.5546423 |
| 1196 | 1.1642231 | -0.8904536 | 0.1512706 | 1.3676416 | 0.4307274 | -0.6189125 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.4470960 |
| 1197 | -1.0716404 | 0.6794579 | 0.4940736 | -0.0501185 | -0.6741149 | -1.9767386 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.3960171 |
| 1200 | -1.0785679 | -0.0817113 | 1.7016753 | -0.0501185 | -0.6741149 | -1.9767386 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.6374643 |
| 1206 | -1.3470101 | 0.6794579 | 0.4473277 | -0.7589986 | 0.4307274 | -1.9767386 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.5344366 |
| 1218 | -0.9140388 | -0.0817113 | 1.7016753 | -0.0501185 | 0.4307274 | -1.9767386 | C130 | 0.2826529 | -0.0067137 | 1.6381330 | 0.9923522 | 0.2097590 | -0.6177263 | 0.6596138 |
| 1220 | -1.3383506 | 2.2969425 | 0.4473277 | -0.7589986 | -0.6741149 | -1.9767386 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4309743 |
| 1221 | 0.4783966 | 2.2969425 | 2.2859986 | 1.3676416 | 0.4307274 | -1.9767386 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.2108669 |
| 1228 | -1.3383506 | 2.2969425 | 0.4473277 | -0.7589986 | -0.6741149 | -2.2859465 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4825090 |
| 1242 | -1.4959522 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -2.2859465 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 2.0887035 |
| 1247 | -1.1738216 | 2.2969425 | 0.4473277 | -0.7589986 | 0.4307274 | -2.2859465 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5082286 |
| 1253 | -0.8984519 | 0.6794579 | 0.4940736 | -0.0501185 | -0.6741149 | -2.2859465 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4186870 |
| 1254 | 0.1337515 | 0.6794579 | -0.7758559 | -0.7589986 | -0.6741149 | -0.6189125 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.4101111 |
| 1259 | -0.4724082 | 2.2969425 | 0.4940736 | -0.0501185 | 0.4307274 | -2.2859465 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4271898 |
| 1269 | -1.0439302 | 2.2969425 | 2.2859986 | -0.7589986 | -0.6741149 | -2.2859465 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.6364662 |
| 1270 | -1.3314231 | 0.6794579 | 0.4940736 | -0.0501185 | -0.6741149 | -2.2859465 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4908489 |
| 1277 | 0.9113679 | 1.1076156 | 3.0650965 | 2.7854017 | 0.4307274 | -2.2859465 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.3828876 |
| 1282 | -0.9140388 | 0.6794579 | 1.7016753 | -0.0501185 | 0.4307274 | -2.2859465 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5878571 |
| 1283 | -0.6473286 | 0.6794579 | 1.7016753 | -0.0501185 | -0.6741149 | -2.2993903 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5404939 |
| 1285 | -1.5981334 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -2.2993903 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 2.1034931 |
| 1287 | -0.9850461 | 0.6794579 | 0.4940736 | -0.0501185 | -0.6741149 | -2.2993903 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4353600 |
| 1288 | -0.9140388 | 0.6794579 | 1.7016753 | -0.0501185 | 0.4307274 | -2.2993903 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5900977 |
| 1298 | -0.1104442 | 0.6794579 | 2.2859986 | 1.3676416 | 0.4307274 | -2.2993903 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.3254691 |
| 1302 | -1.2084593 | -1.2710382 | -1.2978514 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2219506 |
| 1303 | -1.3383506 | 0.6794579 | 2.2859986 | -0.7589986 | -0.6741149 | -2.2993903 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.7677039 |
| 1305 | 0.1493385 | 2.2969425 | 2.2859986 | 1.3676416 | 0.4307274 | -2.2993903 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.2199610 |
| 1310 | -0.3875458 | 2.2969425 | 1.7016753 | -0.0501185 | -0.6741149 | -2.2993903 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.5038640 |
| 1311 | 0.2688386 | 2.2969425 | 2.2859986 | 1.3676416 | 0.4307274 | -2.2993903 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.2297158 |
| 1320 | 0.5580633 | 2.2969425 | 2.2859986 | 1.3676416 | 2.6404120 | -2.2993903 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.6462007 |
| 1329 | -0.5971039 | 2.2969425 | 1.7016753 | -0.0501185 | -0.6741149 | -2.2993903 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4689377 |
| 1336 | -0.9937055 | 2.2969425 | 0.4473277 | -0.7589986 | -0.6741149 | -2.4472723 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4519557 |
| 1348 | -0.3009516 | 2.2969425 | 1.7016753 | -0.0501185 | 0.4307274 | -2.4472723 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.5554195 |
| 1367 | -1.4336043 | 0.6794579 | 0.4473277 | -0.7589986 | 0.4307274 | -2.4472723 | C306 | -0.7716661 | 0.5467115 | 0.2755179 | -0.2228202 | -0.1702066 | -0.7871317 | 0.6272913 |
| 1375 | -0.3944734 | 0.6794579 | 1.7016753 | -0.0501185 | 2.6404120 | -2.4472723 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.5442676 |
| 1377 | 0.9130997 | -0.8904536 | 0.4940736 | -0.0501185 | -0.6741149 | -0.6189125 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.4510996 |
| 1382 | -0.1104442 | 0.6794579 | 2.2859986 | 1.3676416 | 0.4307274 | -2.4472723 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.3501161 |
| 1383 | -1.5981334 | 0.6794579 | 0.4473277 | -0.7589986 | -0.6741149 | -2.4472723 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 2.1140561 |
| 1387 | 0.9113679 | 1.1076156 | 3.0650965 | 2.7854017 | 0.4307274 | -2.4472723 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.4097753 |
| 1388 | 1.5677522 | 1.1076156 | 4.6232922 | 4.2031619 | 0.4307274 | -2.4607161 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 0.9819822 |
| 1390 | -0.8984519 | 0.6794579 | 0.8446676 | -0.0501185 | 0.4307274 | -2.4607161 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4715529 |
| 1393 | -0.6542561 | 2.2969425 | 3.0650965 | -0.0501185 | -0.6741149 | -2.4607161 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.7135368 |
| 1396 | 0.0090558 | 0.6794579 | 1.7016753 | 1.3676416 | 0.4307274 | -2.4607161 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.3500863 |
| 1413 | 1.5192595 | 2.2969425 | 4.6232922 | 4.2031619 | 0.4307274 | -2.4607161 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 1.1562635 |
| 1414 | 1.7773103 | 1.1076156 | 4.6232922 | 4.2031619 | 0.4307274 | -2.4607161 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 1.0169086 |
| 1434 | 0.7018098 | 0.6794579 | 3.0650965 | 2.7854017 | 0.4307274 | -2.4607161 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.5042857 |
| 1440 | 0.1250921 | -0.0817113 | -0.7758559 | -0.7589986 | 0.4307274 | -0.6189125 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3977861 |
| 1441 | 0.9113679 | 0.6794579 | 3.0650965 | 2.7854017 | 0.4307274 | -2.4607161 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.4833755 |
| 1443 | 0.9823751 | 0.6794579 | 4.6232922 | 2.7854017 | 0.4307274 | -2.4607161 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.7549094 |
| 1451 | 0.6533170 | 2.2969425 | 3.0650965 | 2.7854017 | 0.4307274 | -2.4607161 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.5857557 |
| 1453 | 1.5677522 | 1.1076156 | 4.6232922 | 4.2031619 | 0.4307274 | -2.4607161 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 0.9819822 |
| 1454 | 1.1642231 | 2.2969425 | 3.0650965 | 2.7854017 | 2.6404120 | -2.4607161 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.6674233 |
| 1455 | 0.2982806 | 0.6794579 | 1.7016753 | 1.3676416 | 2.6404120 | -2.4607161 | C57 | 0.1798241 | 1.6748331 | 2.0467757 | 1.3131124 | 0.3882335 | -1.9684654 | 0.7096484 |
| 1459 | -0.6473286 | 2.2969425 | 0.4473277 | -0.0501185 | -0.6741149 | -2.4607161 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.3818145 |
| 1461 | 1.0862882 | 2.2969425 | 4.6232922 | 2.7854017 | 0.4307274 | -2.4607161 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.8456161 |
| 1480 | -1.0785679 | 2.2969425 | 0.4473277 | -0.0501185 | -0.6741149 | -2.4607161 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4056986 |
| 1483 | 0.8749983 | 2.2969425 | 3.0650965 | 2.7854017 | 0.4307274 | -2.4607161 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.5507019 |
| 1486 | -0.3338574 | 0.6794579 | -0.9472574 | -0.7589986 | -0.6741149 | -0.6189125 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3383311 |
| 1491 | -1.1495752 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | -2.4607161 | C185 | -0.7912959 | 1.7279813 | 0.7575812 | -0.2166340 | -0.2811173 | -1.7525245 | 0.4974602 |
| 1496 | 1.3460710 | 0.6794579 | 4.6232922 | 4.2031619 | 0.4307274 | -2.4607161 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 1.0163949 |
| 1497 | 0.7554982 | 2.2969425 | 3.0650965 | 2.7854017 | 0.4307274 | -2.4607161 | C15 | 0.8693193 | 1.2680365 | 2.6053382 | 2.5710892 | 1.3300177 | -1.7644512 | 0.5687255 |
| 1500 | 0.3069400 | 0.6794579 | -0.6356183 | -0.7589986 | -0.6741149 | -0.6189125 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.4545456 |
| 1502 | -0.5520749 | -0.8904536 | -0.6356183 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.1704858 |
| 1504 | -0.5538068 | -0.8904536 | -1.1030770 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2266502 |
| 1507 | 1.3374115 | -0.0817113 | 0.1512706 | 1.3676416 | 0.4307274 | -0.6189125 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.5091823 |
| 1508 | 0.6533170 | -0.8904536 | -0.7914378 | -0.0501185 | 2.6404120 | -1.7213059 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.6569287 |
| 1510 | -0.5070459 | -0.0817113 | -0.9472574 | -0.7589986 | 0.4307274 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4444599 |
| 1511 | -1.0785679 | -0.8904536 | -0.9472574 | -0.7589986 | 0.4307274 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2471404 |
| 1514 | 0.9650563 | -0.0817113 | -0.6356183 | -0.0501185 | 2.6404120 | -0.6189125 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.4906051 |
| 1515 | 0.1250921 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | -0.6189125 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2995345 |
| 1519 | 0.6602445 | -0.0817113 | 0.1434796 | -0.0501185 | -0.6741149 | -0.6189125 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.4054230 |
| 1525 | 0.4108531 | -0.8904536 | -0.6356183 | -0.0501185 | 2.6404120 | -0.6189125 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.4068159 |
| 1527 | -0.7321909 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | -0.6189125 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.4209170 |
| 1528 | 2.3332454 | 0.6794579 | 0.4940736 | -0.0501185 | 2.6404120 | -0.6189125 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.4345508 |
| 1530 | 0.2203458 | -0.0817113 | -0.6356183 | -0.0501185 | 0.4307274 | -0.6189125 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.4213515 |
| 1538 | -1.4336043 | -1.2710382 | -1.1926732 | -1.1134387 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3010184 |
| 1539 | 0.3242589 | -0.0817113 | -0.7914378 | -0.0501185 | -0.6741149 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2493188 |
| 1555 | -1.1062781 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2044949 |
| 1558 | -0.2056979 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2911609 |
| 1563 | 1.5106000 | 0.6794579 | 0.1512706 | 1.3676416 | 0.4307274 | -0.6189125 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.4111855 |
| 1570 | -0.7321909 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | -0.6189125 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2058135 |
| 1576 | 1.3529985 | 0.6794579 | -0.2655468 | 1.3676416 | 0.4307274 | 0.3624865 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2908216 |
| 1577 | -0.5676619 | -1.2710382 | -0.7758559 | -0.7589986 | 0.4307274 | 0.3624865 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2319777 |
| 1581 | -0.0325094 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | 0.3624865 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2891217 |
| 1586 | -0.2212849 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3624865 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2649954 |
| 1590 | 0.9113679 | -0.8904536 | 0.1512706 | 1.3676416 | -0.6741149 | 0.3624865 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1262013 |
| 1594 | -0.5520749 | -0.8904536 | -0.7135281 | -0.7589986 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0803848 |
| 1596 | 0.3588966 | -0.0817113 | -0.7914378 | -0.0501185 | -0.6741149 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2550918 |
| 1602 | -0.5867126 | -0.0817113 | -0.7914378 | -0.7589986 | 0.4307274 | 0.3624865 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2907739 |
| 1603 | -0.5676619 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1709408 |
| 1617 | -0.8620823 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1203663 |
| 1624 | -0.9140388 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2286703 |
| 1626 | -0.8118576 | -0.8904536 | -0.9472574 | -0.7589986 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1116641 |
| 1633 | -1.0872273 | -1.2710382 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3624865 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2591844 |
| 1642 | -0.1277631 | -0.0817113 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3624865 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3128929 |
| 1645 | 1.0066215 | 0.6794579 | 0.1434796 | -0.0501185 | 0.4307274 | 0.3624865 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2650227 |
| 1649 | 0.8334330 | -0.8904536 | -0.2655468 | 1.3676416 | 0.4307274 | 0.3624865 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.3048784 |
| 1659 | 0.7381794 | -0.8904536 | -0.2850242 | -0.0501185 | -0.6741149 | 0.3624865 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2403967 |
| 1669 | 0.4870561 | -0.8904536 | -0.7836469 | -0.0501185 | -0.6741149 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3049914 |
| 1670 | 1.0066215 | -0.8904536 | -0.6745732 | -0.7589986 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.3336032 |
| 1671 | 0.3138676 | -0.0817113 | -0.2850242 | -0.0501185 | -0.6741149 | 0.3624865 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2137875 |
| 1681 | 0.3069400 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 0.3624865 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2052761 |
| 1683 | -0.7321909 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1983623 |
| 1688 | -0.2126255 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1135150 |
| 1692 | 0.0125196 | 0.6794579 | -0.6356183 | -0.7589986 | -0.6741149 | 0.3624865 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2497122 |
| 1695 | -0.7321909 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1359666 |
| 1697 | 2.6016875 | 0.6794579 | 0.3382540 | -0.0501185 | -0.6741149 | 0.3624865 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.3364201 |
| 1704 | 0.6533170 | 0.6794579 | -0.2850242 | -0.0501185 | -0.6741149 | 0.3624865 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1899706 |
| 1728 | 0.6966141 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 0.3624865 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2702218 |
| 1729 | 0.8265055 | -0.8904536 | -0.6550957 | -0.0501185 | -0.6741149 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3822895 |
| 1731 | 0.3918024 | -0.8904536 | -0.2850242 | -0.0501185 | -0.6741149 | 0.3624865 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1826672 |
| 1742 | 1.5106000 | 0.6794579 | 0.1512706 | 1.3676416 | -0.6741149 | 0.3624865 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2855043 |
| 1745 | -0.2143573 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1132263 |
| 1756 | 0.7918678 | 0.6794579 | -0.2850242 | -0.0501185 | 2.6404120 | 0.3624865 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3964077 |
| 1759 | 1.3529985 | 0.6794579 | -0.3629340 | -0.0501185 | 0.4307274 | 0.3624865 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3240230 |
| 1771 | 1.3460710 | 0.6794579 | 0.1512706 | 1.3676416 | -0.6741149 | 0.3624865 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2580828 |
| 1772 | 0.8178461 | 0.6794579 | -0.2850242 | -0.0501185 | -0.6741149 | 0.3624865 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2173921 |
| 1774 | 0.9113679 | 0.6794579 | -0.2850242 | -0.0501185 | -0.6741149 | 0.3624865 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2329790 |
| 1784 | -0.3875458 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1203119 |
| 1798 | -1.2517564 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.3624865 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1570941 |
| 1800 | -0.8118576 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | -1.7213059 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4120799 |
| 1811 | -0.2992197 | -0.8904536 | -0.6356183 | -0.0501185 | 0.4307274 | 0.3624865 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.1841475 |
| 1813 | -0.0411688 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3624865 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2950147 |
| 1818 | 2.4094483 | 0.6794579 | 0.4434322 | -0.7589986 | 0.4307274 | 0.3624865 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.3089213 |
| 1819 | -0.8187852 | -0.8904536 | -0.7914378 | -0.7589986 | -0.6741149 | 0.3624865 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1118516 |
| 1824 | 2.3852019 | 0.6794579 | 0.3382540 | -0.0501185 | 0.4307274 | 0.3624865 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.2196485 |
| 1826 | 1.6041218 | -0.0817113 | 0.1512706 | 1.3676416 | -0.6741149 | 0.3624865 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.3539800 |
| 1832 | -1.2517564 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 1.0212337 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1014105 |
| 1845 | 0.2186139 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 1.0212337 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1496275 |
| 1858 | 0.9979621 | -0.8904536 | 0.4940736 | 1.3676416 | -0.6741149 | 1.0212337 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1655488 |
| 1865 | 2.2189410 | 0.6794579 | 0.1434796 | -0.0501185 | 2.6404120 | 1.0212337 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.2438877 |
| 1871 | 1.3460710 | 0.6794579 | -0.2850242 | -0.0501185 | 0.4307274 | -1.7213059 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.3298528 |
| 1872 | 0.8265055 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | 1.0212337 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2961914 |
| 1875 | -0.9053794 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 1.0212337 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1741061 |
| 1876 | -0.7321909 | -0.0817113 | -1.1926732 | -1.1134387 | -0.6741149 | 1.0212337 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2995067 |
| 1877 | -1.0716404 | -0.0817113 | -0.9472574 | -0.7589986 | -0.6741149 | 1.0212337 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2514187 |
| 1889 | 3.9421665 | -0.8904536 | 2.6755476 | 1.3676416 | -0.6741149 | 1.0212337 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 1.0198285 |
| 1890 | 0.3918024 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 1.0212337 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1784923 |
| 1892 | 0.6429257 | 0.6794579 | -0.2850242 | -0.0501185 | 2.6404120 | 1.0212337 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.4039357 |
| 1897 | 0.4783966 | -0.0817113 | -1.1926732 | -0.7589986 | -0.6741149 | 1.0212337 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3931991 |
| 1901 | -0.6109590 | -1.2710382 | -0.9472574 | -0.7589986 | 2.6404120 | 1.0212337 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.5007895 |
| 1910 | -0.0740747 | 0.6794579 | -0.6356183 | -0.0501185 | 0.4307274 | 1.0212337 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2503772 |
| 1919 | -0.6386691 | -1.2710382 | -0.9472574 | -0.0501185 | -0.6741149 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.4423148 |
| 1922 | -0.7321909 | -0.8904536 | -0.9472574 | -0.7589986 | 0.4307274 | -1.7213059 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4633848 |
| 1929 | -0.7408504 | -0.8904536 | -1.1926732 | -1.1134387 | 0.4307274 | 1.0212337 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.3560106 |
| 1930 | -0.9053794 | -0.8904536 | -0.6356183 | -0.7589986 | -0.6741149 | 1.0212337 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1838114 |
| 1937 | 1.0862882 | 0.6794579 | -0.2850242 | -0.0501185 | 2.6404120 | 1.0212337 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.4467515 |
| 1940 | 1.3529985 | 0.6794579 | 0.4940736 | -0.0501185 | 0.4307274 | 1.0212337 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.3180824 |
| 1941 | 2.2120134 | -0.0817113 | 0.1512706 | -0.0501185 | -0.6741149 | 1.0212337 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.3904415 |
| 1944 | 0.6446576 | -1.2710382 | 0.4940736 | 1.3676416 | -0.6741149 | 1.0212337 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2400317 |
| 1965 | 0.1337515 | 0.6794579 | -0.6356183 | -0.0501185 | 0.4307274 | 1.0212337 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2157395 |
| 1971 | -1.2604158 | -1.2710382 | -1.1926732 | -1.1134387 | 0.4307274 | 1.0212337 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3324035 |
| 1975 | 1.3443391 | -0.8904536 | 0.4940736 | 1.3676416 | -0.6741149 | 1.0212337 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2232783 |
| 1979 | -2.0241771 | -0.8904536 | -1.2978514 | -1.1134387 | -0.6741149 | 1.0212337 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3023442 |
| 1986 | -0.9053794 | -0.8904536 | -0.9472574 | -0.7589986 | -0.6741149 | -1.7213059 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3005997 |
| 1998 | 0.6533170 | -0.8904536 | 0.4940736 | 1.3676416 | -0.6741149 | 1.0212337 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1751576 |
| 2007 | -0.5607343 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | 1.0212337 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2117200 |
| 2010 | 0.1406791 | 0.6794579 | -1.1420319 | -0.7589986 | -0.6741149 | 1.0212337 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2961620 |
| 2014 | -1.2517564 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | 1.0212337 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1624117 |
| 2015 | 0.8247736 | -1.2710382 | 0.4940736 | 1.3676416 | -0.6741149 | 1.0212337 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2100123 |
| 2019 | -1.2448289 | -0.8904536 | -1.1030770 | -0.7589986 | -0.6741149 | 1.0212337 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1137335 |
| 2020 | -0.3858139 | -1.2710382 | 0.0499878 | -0.0501185 | -0.6741149 | 1.0212337 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2066937 |
| 2023 | 3.0848834 | 0.6794579 | 0.1434796 | -0.0501185 | 2.6404120 | 1.0212337 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.3882114 |
| 2025 | 3.2511444 | 0.6794579 | 0.3382540 | 1.3676416 | 2.6404120 | 1.0212337 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.4303807 |
| 2040 | -1.0716404 | 0.6794579 | -1.1030770 | -0.7589986 | -0.6741149 | 1.0212337 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2782722 |
| 2048 | 1.4309333 | -0.0817113 | -0.6550957 | -0.0501185 | -0.6741149 | -1.7213059 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.3679198 |
| 2054 | 1.3374115 | -0.0817113 | 0.4940736 | 1.3676416 | -0.6741149 | 1.0212337 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.3344434 |
| 2056 | -0.3511762 | 0.6794579 | -0.7914378 | -0.7589986 | -0.6741149 | 1.0212337 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.1729719 |
| 2061 | 3.7707099 | -0.0817113 | 2.6755476 | 1.3676416 | -0.6741149 | 1.0212337 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 1.0072463 |
| 2066 | 0.8334330 | -0.8904536 | -0.2655468 | 1.3676416 | 0.4307274 | 1.0212337 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.3620957 |
| 2071 | -0.5590024 | -0.8904536 | -0.7836469 | -0.0501185 | 0.4307274 | 1.0212337 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2243028 |
| 2090 | 1.4309333 | -0.8904536 | 0.4940736 | 1.3676416 | -0.6741149 | 1.0212337 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2377106 |
| 2093 | 0.6602445 | -0.0817113 | -0.7135281 | -0.7589986 | -0.6741149 | 1.0212337 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3868376 |
| 2094 | -0.8118576 | -0.8904536 | -0.7135281 | -0.7589986 | -0.6741149 | 1.0212337 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1656158 |
| 2097 | -0.5607343 | -1.2710382 | -0.7758559 | -0.0501185 | -0.6741149 | 1.0212337 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2660686 |
| 2102 | 1.0066215 | 0.6794579 | 0.1434796 | -0.0501185 | 0.4307274 | 1.0212337 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2771260 |
| 2103 | -1.0196838 | -1.2710382 | -1.2978514 | -0.0501185 | -0.6741149 | -1.7213059 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.5204847 |
| 2106 | -0.3511762 | -0.8904536 | -0.6356183 | -0.0501185 | 0.4307274 | 1.0212337 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2055441 |
| 2110 | 1.1728825 | -0.0817113 | 0.4940736 | 1.3676416 | -0.6741149 | 1.0212337 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.3070218 |
| 2113 | 0.1250921 | 0.6794579 | -0.7758559 | -0.7589986 | 0.4307274 | 1.0212337 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3213397 |
| 2114 | -0.3858139 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 1.0212337 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1265840 |
| 2116 | 2.3852019 | 0.6794579 | 0.1512706 | -0.0501185 | -0.6741149 | 1.0212337 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.3234473 |
| 2118 | -0.4741401 | -0.0817113 | -1.1926732 | -1.1134387 | -0.6741149 | 1.0212337 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2650090 |
| 2123 | 0.2445922 | -0.8904536 | -0.2850242 | -0.0501185 | 2.6404120 | 1.0212337 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.2192632 |
| 2124 | 0.9113679 | 0.6794579 | 0.0499878 | -0.0501185 | -0.6741149 | 1.0212337 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2297720 |
| 2126 | 0.1337515 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 0.3221550 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2205069 |
| 2129 | -0.2056979 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | 0.3221550 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1522240 |
| 2133 | 0.6533170 | -1.2710382 | -0.6550957 | -0.0501185 | -0.6741149 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.4168555 |
| 2134 | 0.1337515 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.3221550 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.0905453 |
| 2142 | -1.2604158 | -1.2710382 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3221550 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2370416 |
| 2145 | 0.4870561 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 0.3221550 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2420173 |
| 2146 | -0.3788864 | 0.6794579 | -0.9472574 | -0.7589986 | -0.6741149 | 0.3221550 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.1739817 |
| 2149 | 0.6515851 | -0.0817113 | 0.0499878 | -0.0501185 | -0.6741149 | 0.3221550 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2315532 |
| 2152 | -0.8118576 | -0.0817113 | -0.7836469 | -0.7589986 | -0.6741149 | 0.3221550 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2307387 |
| 2156 | -0.5001183 | 0.6794579 | -0.7914378 | -0.7589986 | 0.4307274 | 0.3221550 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2927816 |
| 2157 | -0.4221835 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.3221550 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1520934 |
| 2158 | -0.7079445 | -0.0817113 | -0.7914378 | -0.7589986 | 0.4307274 | 0.3221550 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.3177012 |
| 2161 | 0.0454254 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.3221550 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.0758243 |
| 2164 | -0.3788864 | -0.8904536 | -1.1420319 | -0.0501185 | -0.6741149 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3680494 |
| 2179 | -1.4249449 | -1.2710382 | -0.9472574 | -0.7589986 | 0.4307274 | 0.3221550 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3429802 |
| 2182 | -0.0325094 | -0.0817113 | -0.7135281 | -0.0501185 | 0.4307274 | 0.3221550 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3196344 |
| 2183 | -0.9053794 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3221550 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2339490 |
| 2188 | -0.6473286 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.3221550 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1285448 |
| 2190 | 3.2511444 | 0.6794579 | 0.3382540 | 1.3676416 | 2.6404120 | 0.3221550 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.3935489 |
| 2193 | -0.9053794 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.3221550 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1715532 |
| 2205 | 0.4350995 | -0.8904536 | -0.6550957 | -0.0501185 | -0.6741149 | 0.3221550 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2582839 |
| 2207 | -0.3009516 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.3221550 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1055158 |
| 2209 | 0.0454254 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 0.3221550 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2708561 |
| 2215 | 0.6256068 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 0.3221550 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.3224593 |
| 2218 | 0.3502371 | -0.8904536 | -0.9472574 | -0.0501185 | 0.4307274 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.4077083 |
| 2221 | 0.2186139 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | 0.3221550 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2229426 |
| 2228 | 1.6907161 | 0.6794579 | 0.0421969 | 1.3676416 | 0.4307274 | 0.3221550 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.3025392 |
| 2230 | 0.1926356 | -0.8904536 | -0.2850242 | -0.0501185 | 2.6404120 | 0.3221550 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.1993018 |
| 2235 | -1.0872273 | -0.8904536 | -1.1926732 | -1.1134387 | 0.4307274 | 0.3221550 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.3904060 |
| 2248 | 0.4853242 | -0.0817113 | -0.7135281 | -0.7589986 | -0.6741149 | 0.3221550 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3545605 |
| 2254 | -1.0716404 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.3221550 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2251638 |
| 2259 | -0.8984519 | 0.6794579 | -0.9472574 | -0.7589986 | -0.6741149 | 0.3221550 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2203138 |
| 2261 | -2.1107713 | -0.8904536 | -1.2978514 | -1.1134387 | -0.6741149 | 0.3221550 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3791820 |
| 2263 | -0.6473286 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3221550 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1909405 |
| 2264 | 0.4714691 | -0.0817113 | 0.0499878 | -0.0501185 | -0.6741149 | 0.3221550 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2015339 |
| 2276 | 0.6533170 | -1.2710382 | -0.2850242 | 1.3676416 | -0.6741149 | -1.7078621 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.6314472 |
| 2283 | 4.8167683 | 0.6794579 | 0.4356413 | -0.0501185 | 2.6404120 | 0.3221550 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.6887207 |
| 2289 | 1.3374115 | -0.0817113 | 0.4473277 | 1.3676416 | 0.4307274 | 0.3221550 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.3305615 |
| 2295 | 1.2577448 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | 0.3221550 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1505595 |
| 2296 | 0.6446576 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 0.3221550 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1817453 |
| 2300 | -0.7772199 | -0.8904536 | -0.9472574 | -0.7589986 | -0.6741149 | 0.3221550 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1126131 |
| 2303 | 1.3460710 | 0.6794579 | 0.0421969 | 1.3676416 | 0.4307274 | 0.3221550 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2450983 |
| 2307 | 0.8178461 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 0.3221550 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2971490 |
| 2308 | 1.1798100 | -0.0817113 | -0.3629340 | -0.0501185 | 0.4307274 | 0.3221550 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3704613 |
| 2316 | 1.6041218 | -0.0817113 | 0.4473277 | 1.3676416 | -0.6741149 | 0.3221550 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.3206087 |
| 2321 | 1.3460710 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.3221550 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2430285 |
| 2323 | -0.9053794 | -0.8904536 | -0.9472574 | -0.7589986 | -0.6741149 | -1.7078621 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2983591 |
| 2326 | -0.2143573 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 0.3221550 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2728719 |
| 2331 | 1.5106000 | 0.6794579 | 0.4473277 | 1.3676416 | 0.4307274 | 0.3221550 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2325647 |
| 2332 | 0.8178461 | -0.8904536 | 0.4473277 | 1.3676416 | 0.4307274 | 0.3221550 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2046355 |
| 2333 | 1.1728825 | -0.0817113 | 0.4473277 | 1.3676416 | -0.6741149 | 0.3221550 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2487355 |
| 2334 | -0.5676619 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.3221550 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0793166 |
| 2335 | 0.6533170 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | 0.3221550 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1168713 |
| 2336 | -0.2126255 | -0.8904536 | -0.2850242 | -0.0501185 | 0.4307274 | 0.3221550 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.1953703 |
| 2340 | 5.5095223 | 0.6794579 | 3.0650965 | 4.2031619 | 2.6404120 | 0.8195764 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 1.5893476 |
| 2351 | -0.2212849 | -0.8904536 | -0.7758559 | -0.7589986 | 0.4307274 | 0.8195764 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.1911115 |
| 2362 | -0.0394370 | -0.8904536 | -0.7836469 | -0.7589986 | 2.6404120 | 0.8195764 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.2812271 |
| 2364 | 1.3529985 | 0.6794579 | -0.3239791 | -0.7589986 | 0.4307274 | -1.7078621 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.4510968 |
| 2380 | 0.6446576 | 0.6794579 | 0.0499878 | -0.0501185 | 0.4307274 | 0.8195764 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1676072 |
| 2396 | -0.8811330 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.8195764 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1740115 |
| 2401 | 0.2186139 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 0.8195764 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1781350 |
| 2402 | -0.0480964 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.8195764 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.0756235 |
| 2404 | 2.0215061 | 0.6794579 | 3.7273297 | -0.0501185 | -0.6741149 | 0.8195764 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.8079427 |
| 2409 | -1.4249449 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.8195764 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1034432 |
| 2410 | 0.9113679 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 0.8195764 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1731466 |
| 2419 | 0.1337515 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.8195764 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1018743 |
| 2420 | -0.8984519 | 0.6794579 | -0.9472574 | -0.7589986 | -0.6741149 | 0.8195764 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.1898280 |
| 2429 | -1.4249449 | -1.2710382 | -1.1926732 | -1.1134387 | -0.6741149 | 0.8195764 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1781120 |
| 2436 | -0.8620823 | -1.2710382 | -0.9472574 | -0.7589986 | -0.6741149 | -1.7213059 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3712467 |
| 2440 | 1.3460710 | 0.6794579 | -0.6356183 | -0.0501185 | 2.6404120 | -1.7078621 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.5181517 |
| 2442 | 0.2532516 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.8195764 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1981869 |
| 2443 | 0.6446576 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 0.8195764 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1986311 |
| 2452 | 0.2705704 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | 0.8195764 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2332044 |
| 2454 | -0.0480964 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 0.8195764 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2247832 |
| 2456 | -0.9053794 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.8195764 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1536080 |
| 2458 | -0.2126255 | 0.6794579 | -0.2850242 | -0.7589986 | 0.4307274 | 0.8195764 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2622111 |
| 2462 | -0.3944734 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 0.8195764 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2123667 |
| 2472 | 0.1320196 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.8195764 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1015856 |
| 2479 | 1.6041218 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.8195764 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2438723 |
| 2491 | 0.3069400 | -0.0817113 | -0.2850242 | -0.7589986 | 2.6404120 | 0.8195764 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.1853942 |
| 2493 | -0.1260312 | 0.6794579 | -0.9472574 | -0.7589986 | -0.6741149 | -1.7078621 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3903145 |
| 2494 | -0.7252634 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | 0.8195764 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1380184 |
| 2498 | -0.9937055 | -1.2710382 | -1.1926732 | -1.1134387 | -0.6741149 | 0.8195764 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1985897 |
| 2510 | 0.3918024 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.8195764 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1448827 |
| 2532 | 0.8438243 | 0.6794579 | 0.5135511 | -0.0501185 | 0.4307274 | 0.8195764 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2780622 |
| 2540 | -1.5981334 | -1.2710382 | -0.9472574 | -0.7589986 | -0.6741149 | 0.8195764 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1311740 |
| 2549 | -0.2126255 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 0.8195764 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.1973617 |
| 2551 | 0.1320196 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 0.8195764 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2548026 |
| 2555 | 0.9633244 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 0.8195764 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.3900745 |
| 2565 | -0.7079445 | -0.0817113 | -0.7914378 | -0.7589986 | 0.4307274 | 0.8195764 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.3074258 |
| 2566 | -0.7495098 | -0.8904536 | -0.2850242 | -0.7589986 | 0.4307274 | 0.8195764 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.1619970 |
| 2568 | 1.3460710 | 0.6794579 | -0.2850242 | -0.0501185 | 0.4307274 | -1.7078621 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.3276122 |
| 2569 | 1.6907161 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.8195764 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2583046 |
| 2573 | 1.5106000 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.8195764 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2282853 |
| 2575 | 0.9113679 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | 0.8195764 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1097159 |
| 2582 | 0.8853896 | 0.6794579 | -0.6550957 | -0.7589986 | 0.4307274 | 0.8195764 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3540595 |
| 2591 | 0.3069400 | 0.6794579 | -0.2850242 | -0.0501185 | 0.4307274 | 0.8195764 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1151887 |
| 2595 | -1.2604158 | -1.2710382 | -1.1926732 | -1.1134387 | -0.6741149 | 0.8195764 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1541380 |
| 2601 | -0.5520749 | -0.0817113 | -0.2850242 | -0.7589986 | -0.6741149 | 0.8195764 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2400595 |
| 2603 | 0.0454254 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.8195764 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.0871532 |
| 2604 | -0.5590024 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 0.8195764 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2047218 |
| 2607 | -0.5590024 | -1.2710382 | -0.9472574 | -0.7589986 | 2.6404120 | 0.8195764 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.4585205 |
| 2609 | -1.2448289 | -1.2710382 | -0.9472574 | -0.7589986 | -0.6741149 | -1.7078621 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3258541 |
| 2611 | 2.4787237 | 0.6794579 | 0.1434796 | -0.0501185 | 0.4307274 | 0.8195764 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.2260325 |
| 2612 | -1.4180174 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.8195764 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1022886 |
| 2613 | -0.3858139 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | 0.8195764 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2179917 |
| 2614 | 0.7901359 | -0.8904536 | -0.6550957 | -0.0501185 | -0.6741149 | 0.8195764 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.3287856 |
| 2615 | -0.3944734 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.8195764 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0902327 |
| 2637 | 1.3374115 | -0.0817113 | 0.4473277 | 1.3676416 | -0.6741149 | 0.8195764 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2930428 |
| 2638 | 1.6976436 | 0.6794579 | 0.1434796 | 1.3676416 | 0.4307274 | 0.8195764 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2446486 |
| 2648 | -0.7425822 | -0.8904536 | -0.6356183 | -0.7589986 | -0.6741149 | 0.8195764 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1334453 |
| 2649 | -0.1277631 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.8195764 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1359830 |
| 2651 | -1.1755535 | -1.2710382 | -0.7836469 | -0.7589986 | -0.6741149 | 0.8195764 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1072805 |
| 2652 | 0.1857081 | 0.6794579 | -0.6356183 | -0.0501185 | -0.6741149 | -1.7078621 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3735189 |
| 2654 | 0.8334330 | -0.8904536 | -0.6745732 | -0.7589986 | -0.6741149 | 0.8195764 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.3130628 |
| 2659 | -1.3314231 | -1.2710382 | -0.7836469 | -0.7589986 | -0.6741149 | 0.8195764 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1015238 |
| 2660 | -1.5981334 | -1.2710382 | -0.7836469 | -0.7589986 | -0.6741149 | 0.4969247 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1997508 |
| 2662 | -0.9140388 | -1.2710382 | -0.7836469 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1425697 |
| 2676 | -0.4395024 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1200787 |
| 2679 | -0.0480964 | -0.0817113 | -1.1926732 | -1.1134387 | -0.6741149 | 0.4969247 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3037644 |
| 2680 | 2.2968758 | 0.6794579 | -0.2850242 | 1.3676416 | 2.6404120 | 0.4969247 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.2339057 |
| 2681 | -0.5070459 | 0.6794579 | -0.2850242 | -0.7589986 | 0.4307274 | 0.4969247 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3103811 |
| 2684 | -0.6802344 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | 0.4969247 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2304664 |
| 2694 | 0.0454254 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 0.4969247 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2417278 |
| 2695 | 0.0038602 | -0.8904536 | -0.6356183 | -0.7589986 | -0.6741149 | -1.7078621 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2683436 |
| 2701 | -0.2056979 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1230957 |
| 2713 | -0.9850461 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1865353 |
| 2715 | 0.4870561 | 0.6794579 | 0.0421969 | -0.0501185 | 0.4307274 | 0.4969247 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1391417 |
| 2719 | -0.0861979 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1108814 |
| 2720 | 0.8091866 | 0.6794579 | 0.5135511 | -0.0501185 | -0.6741149 | 0.4969247 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2568985 |
| 2725 | -0.3009516 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 0.4969247 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2293112 |
| 2727 | 0.1164327 | 0.6794579 | -0.2850242 | -0.0501185 | 0.4307274 | 0.4969247 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1256840 |
| 2732 | 0.2532516 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1674563 |
| 2737 | -0.6473286 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0994165 |
| 2755 | -0.7252634 | -0.8904536 | -0.7135281 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0868432 |
| 2766 | 1.3529985 | -0.0817113 | -0.9472574 | -0.7589986 | -0.6741149 | -1.7078621 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.4465921 |
| 2768 | 0.3831430 | -0.0817113 | -0.2850242 | -0.0501185 | 2.6404120 | 0.4969247 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.1790190 |
| 2771 | -0.9053794 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1424249 |
| 2784 | 1.6041218 | -0.0817113 | 0.4473277 | 1.3676416 | -0.6741149 | 0.4969247 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2914804 |
| 2794 | -0.0567558 | -1.2710382 | 0.4473277 | -0.0501185 | -0.6741149 | 0.4969247 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1438113 |
| 2796 | 0.4853242 | -0.0817113 | -0.3629340 | -0.0501185 | 0.4307274 | 0.4969247 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2255854 |
| 2814 | -0.8118576 | -0.0817113 | -0.6550957 | -0.7589986 | 0.4307274 | 0.4969247 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2831681 |
| 2816 | 2.0301655 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.4969247 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.3279160 |
| 2818 | 0.2445922 | -0.8904536 | -0.6550957 | -0.0501185 | -0.6741149 | 0.4969247 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1974044 |
| 2821 | -0.2922922 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0765323 |
| 2830 | -0.0480964 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1185301 |
| 2831 | -0.0394370 | -0.8904536 | -0.9472574 | -0.0501185 | 0.4307274 | -1.7078621 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3750230 |
| 2839 | 0.2186139 | 0.6794579 | -0.7758559 | -0.7589986 | -0.6741149 | 0.4969247 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2382820 |
| 2843 | -0.9053794 | -0.8904536 | -0.2850242 | -0.7589986 | 0.4307274 | 0.4969247 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.1691224 |
| 2844 | 0.1406791 | 0.6794579 | -1.1420319 | -0.7589986 | -0.6741149 | 0.4969247 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2639100 |
| 2857 | 2.0457525 | 0.6794579 | 0.4434322 | -0.7589986 | 0.4307274 | 0.4969247 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.2258989 |
| 2863 | -1.2604158 | -1.2710382 | -1.1926732 | -1.1134387 | 0.4307274 | 0.4969247 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3656806 |
| 2868 | -0.8984519 | -1.2710382 | -0.7836469 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1399719 |
| 2878 | 0.4714691 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 0.4969247 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3127351 |
| 2895 | -0.3858139 | -1.2710382 | 0.0499878 | -0.0501185 | -0.6741149 | 0.4969247 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1326269 |
| 2897 | 0.1337515 | 0.6794579 | -0.2850242 | -0.0501185 | 0.4307274 | 0.4969247 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1227975 |
| 2902 | 0.8178461 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.4969247 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1754328 |
| 2904 | 2.0457525 | 0.6794579 | -0.7135281 | -0.7589986 | 0.4307274 | -1.7078621 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.5576366 |
| 2909 | 1.0914839 | 0.6794579 | -0.6550957 | -0.7589986 | 0.4307274 | 0.4969247 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3875085 |
| 2912 | -1.2517564 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.4969247 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1346877 |
| 2914 | 0.9113679 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 0.4969247 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1271325 |
| 2918 | -1.2517564 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.4969247 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1346877 |
| 2920 | -0.7408504 | -1.2710382 | -1.1926732 | -1.1134387 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2133495 |
| 2923 | -0.5676619 | -0.0817113 | -1.1926732 | -1.1134387 | 0.4307274 | 0.4969247 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3874417 |
| 2928 | -0.8811330 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.4969247 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1692164 |
| 2932 | 0.4108531 | -0.8904536 | 0.5135511 | -0.0501185 | -0.6741149 | 0.4969247 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1846652 |
| 2937 | -0.2576545 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1782146 |
| 2957 | -0.7166040 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1546005 |
| 2958 | 0.6602445 | -0.0817113 | -0.7914378 | -0.7589986 | -0.6741149 | -1.7078621 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3051632 |
| 2964 | -1.1149375 | -1.2710382 | -0.7836469 | -0.7589986 | -0.6741149 | 0.7120258 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1353083 |
| 2971 | -0.3788864 | -0.8904536 | -0.6356183 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0995769 |
| 2983 | 2.9116949 | 0.6794579 | 0.4434322 | 1.3676416 | 2.6404120 | 0.7120258 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.3398008 |
| 2988 | -0.0325094 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 0.7120258 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2020638 |
| 2998 | 0.7381794 | 0.6794579 | 0.0499878 | -0.0501185 | -0.6741149 | 0.7120258 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1493726 |
| 3005 | -0.4741401 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0962787 |
| 3013 | 0.7554982 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 0.7120258 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.3375118 |
| 3020 | 5.5095223 | 0.6794579 | 3.0650965 | 4.2031619 | 2.6404120 | 0.7120258 | B1 | 1.0281464 | 1.1551887 | 3.0650965 | 2.7854017 | 2.6404120 | -2.3416423 | 1.5714225 |
| 3021 | 1.2577448 | -0.0817113 | 0.4473277 | 1.3676416 | -0.6741149 | 0.7120258 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2618399 |
| 3030 | 0.9823751 | -0.8904536 | 2.5197280 | -0.0501185 | -0.6741149 | 0.7120258 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.6368139 |
| 3031 | 0.6186793 | -0.0817113 | -0.7914378 | -0.7589986 | 0.4307274 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3987279 |
| 3033 | 0.9113679 | 0.6794579 | -0.6550957 | -0.0501185 | -0.6741149 | -1.7078621 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.4014194 |
| 3037 | 0.1770487 | -0.8904536 | 0.4473277 | -0.0501185 | -0.6741149 | 0.7120258 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1571928 |
| 3039 | 0.9113679 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 0.7120258 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1552215 |
| 3041 | -0.3355893 | -1.2710382 | -0.9472574 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1177407 |
| 3047 | -0.7252634 | -1.2710382 | 0.0421969 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2615533 |
| 3051 | -0.5676619 | -0.8904536 | -0.7758559 | -0.7589986 | 0.4307274 | 0.7120258 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.1470683 |
| 3052 | 0.1250921 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1602004 |
| 3060 | 0.0454254 | -1.2710382 | 0.0499878 | -0.0501185 | -0.6741149 | 0.7120258 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1104025 |
| 3089 | -0.0480964 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1313356 |
| 3102 | 0.4714691 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.7120258 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1402354 |
| 3112 | -0.5520749 | -0.8904536 | -0.6550957 | -0.7589986 | 0.4307274 | 0.7120258 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.1243438 |
| 3113 | 2.7315789 | -0.8904536 | 0.1512706 | -0.0501185 | -0.6741149 | -1.7078621 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.6643296 |
| 3115 | 0.7087373 | 0.6794579 | 0.0421969 | -0.0501185 | 0.4307274 | 0.7120258 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1590635 |
| 3120 | 1.3460710 | 0.6794579 | -0.2850242 | 1.3676416 | 0.4307274 | 0.7120258 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2395454 |
| 3121 | 1.3529985 | 0.6794579 | -0.2850242 | -0.0501185 | 0.4307274 | 0.7120258 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2716066 |
| 3125 | -0.4654806 | -0.0817113 | -0.6550957 | -0.7589986 | 0.4307274 | 0.7120258 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2288153 |
| 3136 | -0.2749733 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0922243 |
| 3138 | 3.0779559 | 0.6794579 | 2.2859986 | 1.3676416 | -0.6741149 | 0.7120258 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.7780313 |
| 3141 | 0.9823751 | -0.8904536 | 0.4940736 | -0.0501185 | 2.6404120 | 0.7120258 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.4205421 |
| 3143 | 0.4801285 | 0.6794579 | 0.0421969 | -0.0501185 | 0.4307274 | 0.7120258 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1209621 |
| 3157 | 0.0869906 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 0.7120258 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2260938 |
| 3160 | -1.2517564 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.7120258 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.0988375 |
| 3169 | 0.9130997 | 0.6794579 | -0.6356183 | -0.7589986 | 0.4307274 | -1.7078621 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.5763531 |
| 3172 | 0.2272733 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | 0.7120258 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2049874 |
| 3175 | -1.2604158 | -1.2710382 | -1.1926732 | -1.1134387 | 0.4307274 | 0.7120258 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3298305 |
| 3191 | 1.3287521 | 0.6794579 | 0.4940736 | -0.0501185 | 2.6404120 | 0.7120258 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.3522463 |
| 3194 | -0.3009516 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 0.7120258 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2100286 |
| 3225 | -0.0394370 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.7120258 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.0562552 |
| 3227 | -0.4204516 | 0.6794579 | -0.2850242 | -0.7589986 | 0.4307274 | 0.7120258 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2789237 |
| 3228 | -0.5676619 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1613400 |
| 3231 | 0.3623603 | -0.0817113 | 0.0421969 | -0.0501185 | 0.4307274 | 0.7120258 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1699152 |
| 3246 | 2.9047674 | -0.0817113 | 2.2859986 | 1.3676416 | -0.6741149 | 0.7120258 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.7569878 |
| 3254 | 1.1642231 | -0.0817113 | 0.4473277 | 1.3676416 | 0.4307274 | 0.7120258 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2942429 |
| 3262 | 0.3138676 | -0.0817113 | -0.7836469 | -0.7589986 | -0.6741149 | -1.7078621 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2461352 |
| 3265 | -1.2517564 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | 0.7120258 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1598387 |
| 3268 | -0.8984519 | 0.6794579 | -0.6550957 | -0.7589986 | -0.6741149 | 0.7120258 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.1858747 |
| 3270 | -1.0716404 | -1.2710382 | -0.7836469 | -0.7589986 | -0.6741149 | 0.7120258 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1425245 |
| 3274 | -0.6386691 | 0.6794579 | -0.6550957 | -0.7589986 | 0.4307274 | 0.7120258 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2901861 |
| 3275 | -0.5590024 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0615506 |
| 3276 | -1.5981334 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.7120258 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1651991 |
| 3285 | -1.4595826 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.7120258 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1584697 |
| 3293 | -1.2448289 | -0.8904536 | -0.6550957 | -0.7589986 | -0.6741149 | 0.7120258 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1214173 |
| 3296 | 2.5912962 | 0.6794579 | 0.4434322 | -0.0501185 | 0.4307274 | 0.7120258 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.2569757 |
| 3307 | -0.7252634 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1200933 |
| 3312 | 0.7381794 | -0.0817113 | -0.6550957 | -0.0501185 | -0.6741149 | -1.7078621 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3354896 |
| 3314 | 0.1337515 | -0.0817113 | 0.0421969 | -0.0501185 | 0.4307274 | 0.7120258 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1691874 |
| 3342 | -0.9175026 | -1.2710382 | -0.7836469 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1559525 |
| 3344 | -0.9053794 | -0.8904536 | -0.2850242 | -0.0501185 | -0.6741149 | 0.7120258 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2564143 |
| 3349 | -0.1710602 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1776246 |
| 3350 | 1.3287521 | 0.6794579 | 2.5197280 | -0.0501185 | -0.6741149 | 0.7120258 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.6594248 |
| 3357 | -0.2039660 | -1.2710382 | 0.0421969 | -0.7589986 | 2.6404120 | 0.7120258 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3553920 |
| 3361 | -1.5912058 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.7120258 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1804069 |
| 3370 | 1.6993755 | 0.6794579 | -0.2850242 | 1.3676416 | 0.4307274 | 0.7120258 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2984295 |
| 3376 | -0.4741401 | -0.0817113 | -1.1926732 | -1.1134387 | -0.6741149 | 0.7120258 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2134744 |
| 3377 | 0.9113679 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | 0.7120258 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.0917908 |
| 3382 | 0.6186793 | 0.6794579 | -0.6356183 | -0.0501185 | -0.6741149 | -1.7078621 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.4456807 |
| 3384 | 0.8334330 | 0.6794579 | -0.6550957 | -0.0501185 | 0.4307274 | 0.7120258 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2466910 |
| 3395 | -0.1277631 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 0.7120258 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.1935803 |
| 3398 | -0.7789518 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1290414 |
| 3403 | -0.1277631 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.7120258 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1180579 |
| 3404 | 0.1250921 | 0.6794579 | -0.7758559 | -0.7589986 | 0.4307274 | -0.0811597 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3831775 |
| 3408 | -0.9937055 | -1.2710382 | -1.1926732 | -1.1134387 | -0.6741149 | -0.0811597 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3487124 |
| 3417 | 1.5175276 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | -0.0811597 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.4746053 |
| 3428 | 0.6446576 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | -0.0811597 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2429154 |
| 3430 | -0.6473286 | -0.0817113 | -1.1926732 | -1.1134387 | -0.6741149 | -0.0811597 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3494584 |
| 3431 | 0.9910346 | -0.8904536 | 0.4473277 | 1.3676416 | 0.4307274 | -0.0811597 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2885126 |
| 3434 | 0.8265055 | -0.8904536 | -0.2850242 | 1.3676416 | -0.6741149 | -1.7078621 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.5391517 |
| 3443 | 1.0845564 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | -0.0811597 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1889139 |
| 3453 | 2.5653180 | 0.6794579 | 0.4434322 | 1.3676416 | 2.6404120 | -0.0811597 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.3639933 |
| 3471 | -1.0872273 | -0.8904536 | -1.1926732 | -1.1134387 | 0.4307274 | -0.0811597 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4352986 |
| 3472 | 0.2896212 | 0.6794579 | 0.0266149 | -0.0501185 | 2.6404120 | -0.0811597 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.2572851 |
| 3478 | 0.8178461 | -0.0817113 | 0.0499878 | -0.0501185 | -0.6741149 | -0.0811597 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3264825 |
| 3484 | 0.2982806 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | -0.0811597 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3802177 |
| 3498 | 0.3104038 | 0.6794579 | -0.5577085 | -0.7589986 | -0.6741149 | -0.0811597 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3513579 |
| 3503 | -0.0325094 | -0.8904536 | -0.2850242 | -0.0501185 | 2.6404120 | -0.0811597 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3040451 |
| 3504 | -0.3944734 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | -0.0811597 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2554941 |
| 3505 | 0.0714037 | -0.8904536 | -0.6550957 | -0.7589986 | -0.6741149 | -0.0811597 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2549209 |
| 3508 | 1.3529985 | 0.6794579 | -0.6550957 | 1.3676416 | 0.4307274 | -1.6406430 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.5052647 |
| 3510 | 0.8749983 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | -0.0811597 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.4312437 |
| 3518 | -1.5981334 | -1.2710382 | -1.1926732 | -0.7589986 | -0.6741149 | -0.0811597 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3221993 |
| 3519 | 0.6498532 | -0.0817113 | -0.7836469 | -0.7589986 | -0.6741149 | -0.0811597 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.4375147 |
| 3526 | 0.8334330 | 0.6794579 | 0.4473277 | -0.0501185 | 0.4307274 | -0.0811597 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3607404 |
| 3531 | -0.5364879 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | -0.0811597 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1721726 |
| 3532 | -1.0196838 | -0.0817113 | -0.6550957 | -0.7589986 | 0.4307274 | -0.0811597 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.4141531 |
| 3533 | 0.0454254 | -1.2710382 | 0.0499878 | -0.0501185 | -0.6741149 | -0.0811597 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1842177 |
| 3534 | -0.5607343 | -0.0817113 | -0.2850242 | -0.7589986 | 0.4307274 | -0.0811597 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.3244839 |
| 3542 | 1.1261216 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | -0.0811597 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.4093710 |
| 3547 | -0.8984519 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | -0.0811597 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2324999 |
| 3555 | 0.9823751 | -0.8904536 | -0.6356183 | -0.0501185 | 2.6404120 | -1.6406430 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.6723580 |
| 3557 | 1.3460710 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | -0.0811597 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.3102476 |
| 3563 | -1.0785679 | -0.8904536 | 0.0266149 | -0.7589986 | -0.6741149 | -0.0811597 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.2827346 |
| 3567 | 1.3529985 | 0.6794579 | 0.1434796 | 1.3676416 | 0.4307274 | -0.0811597 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2965916 |
| 3572 | 0.5649909 | -0.0817113 | 0.0499878 | -0.0501185 | -0.6741149 | -0.0811597 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2843400 |
| 3575 | 1.5227232 | 0.6794579 | 0.4473277 | -0.0501185 | 0.4307274 | -0.0811597 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.3189619 |
| 3577 | 1.0066215 | 0.6794579 | -0.2850242 | 1.3676416 | 0.4307274 | -0.0811597 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.4154493 |
| 3580 | -0.6473286 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | -0.0811597 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1957639 |
| 3583 | -0.9053794 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | -0.0811597 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2387723 |
| 3587 | -0.7252634 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | -0.0811597 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2036352 |
| 3588 | -1.3729883 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | -0.0811597 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2762349 |
| 3590 | -1.0785679 | -0.8904536 | -1.2783740 | -1.1134387 | -0.6741149 | -1.6406430 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3725506 |
| 3591 | 0.1060414 | -0.0817113 | -0.2850242 | -0.0501185 | 2.6404120 | -0.0811597 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.2723753 |
| 3596 | -0.0394370 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | -0.0811597 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1300704 |
| 3597 | 0.2186139 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | -0.0811597 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1719081 |
| 3598 | 0.1926356 | 0.6794579 | -0.7836469 | -0.7589986 | -0.6741149 | 0.9405708 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2514619 |
| 3611 | 1.5106000 | 0.6794579 | 0.4473277 | 1.3676416 | 0.4307274 | 0.9405708 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2105657 |
| 3613 | 1.0066215 | -0.0817113 | -0.7135281 | -0.0501185 | 0.4307274 | 0.9405708 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3919664 |
| 3616 | 1.5106000 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.9405708 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2484510 |
| 3619 | -0.2143573 | -0.0817113 | 0.0421969 | -0.7589986 | -0.6741149 | 0.9405708 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3505343 |
| 3623 | -1.4180174 | 0.6794579 | -0.5577085 | -0.7589986 | -0.6741149 | 0.9405708 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3267910 |
| 3631 | 1.1624912 | -0.8904536 | -0.2850242 | -0.7589986 | 2.6404120 | 0.9405708 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3567298 |
| 3633 | -0.0394370 | -0.8904536 | -0.9472574 | -0.0501185 | 0.4307274 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3772636 |
| 3639 | 2.7315789 | -0.8904536 | 0.1512706 | -0.0501185 | -0.6741149 | -1.6406430 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.6531265 |
| 3644 | -1.1668940 | -0.8904536 | -1.1926732 | -1.1134387 | -0.6741149 | 0.9405708 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1631116 |
| 3648 | 0.3069400 | 0.6794579 | -0.2850242 | -0.0501185 | 0.4307274 | 0.9405708 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1353544 |
| 3650 | -1.5912058 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.9405708 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1382076 |
| 3651 | 0.2186139 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.9405708 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1361837 |
| 3655 | -0.7321909 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 0.9405708 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2084393 |
| 3662 | 0.1320196 | -0.0817113 | 0.0421969 | -0.0501185 | -0.6741149 | 0.9405708 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2261462 |
| 3671 | -1.4699739 | -1.2710382 | -1.1420319 | -0.7589986 | -0.6741149 | 0.9405708 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1493308 |
| 3679 | 0.3588966 | -0.0817113 | -0.7836469 | -0.0501185 | -0.6741149 | 0.9405708 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2866401 |
| 3681 | -1.2534883 | -0.8904536 | -0.6745732 | -0.7589986 | 0.4307274 | 0.9405708 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2636243 |
| 3689 | 0.5043749 | -0.0817113 | -0.2850242 | -0.7589986 | 0.4307274 | 0.9405708 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3176254 |
| 3697 | 2.9047674 | 0.6794579 | 0.3382540 | -0.0501185 | 0.4307274 | -1.6406430 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.5878326 |
| 3698 | 1.6041218 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.9405708 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2640380 |
| 3708 | 0.4801285 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 0.9405708 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2462184 |
| 3721 | -1.0872273 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.9405708 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1303543 |
| 3724 | 1.0845564 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | 0.9405708 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1587463 |
| 3725 | 0.0714037 | -1.2710382 | -0.7836469 | -0.7589986 | 2.6404120 | 0.9405708 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3463502 |
| 3730 | 1.0862882 | 0.6794579 | 0.0421969 | -0.0501185 | 2.6404120 | 0.9405708 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.3787709 |
| 3732 | 1.8639046 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.9405708 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.3073351 |
| 3736 | 0.3502371 | -0.0817113 | 0.4473277 | -0.0501185 | -0.6741149 | 0.9405708 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2572984 |
| 3737 | -0.4550893 | 0.6794579 | 0.0266149 | -0.7589986 | -0.6741149 | 0.9405708 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2785513 |
| 3738 | -0.2212849 | -1.2710382 | 0.0499878 | -0.0501185 | -0.6741149 | 0.9405708 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1658284 |
| 3739 | 0.7225924 | -0.8904536 | -0.6356183 | -0.0501185 | 2.6404120 | -1.6406430 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.6290609 |
| 3745 | 0.7381794 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 0.9405708 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2032099 |
| 3747 | 1.5088682 | 0.6794579 | 0.0421969 | -0.0501185 | -0.6741149 | 0.9405708 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3146131 |
| 3754 | 0.9113679 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 0.9405708 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1933124 |
| 3757 | -1.0370027 | -1.2710382 | -1.1420319 | -0.7589986 | 0.4307274 | 0.9405708 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3128548 |
| 3759 | 0.3052081 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.9405708 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1506161 |
| 3760 | -0.4827995 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.9405708 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0956775 |
| 3764 | 0.9546650 | 0.6794579 | -0.2850242 | -0.0501185 | -0.6741149 | 0.9405708 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2374489 |
| 3766 | 0.6446576 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 0.9405708 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2187969 |
| 3776 | 2.4960426 | 0.6794579 | 0.0421969 | -0.0501185 | 2.6404120 | 0.9405708 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.2830828 |
| 3778 | 0.7381794 | 0.6794579 | 0.0499878 | -0.0501185 | -0.6741149 | 0.9405708 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1874635 |
| 3779 | 0.6602445 | -0.0817113 | -0.7836469 | -0.0501185 | -0.6741149 | -1.6406430 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2905741 |
| 3782 | 0.7399113 | 0.6794579 | 0.0421969 | -0.0501185 | 2.6404120 | 0.9405708 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.4365004 |
| 3788 | 1.0412592 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 0.9405708 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3263221 |
| 3791 | 0.6775634 | -0.8904536 | -0.7836469 | -0.7589986 | 2.6404120 | 0.9405708 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3292076 |
| 3792 | 1.0066215 | 0.6794579 | -0.2850242 | 1.3676416 | 0.4307274 | 0.9405708 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.3262312 |
| 3793 | -1.0785679 | -0.8904536 | -0.2850242 | -0.0501185 | -0.6741149 | 0.9405708 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3180819 |
| 3795 | 0.9546650 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 0.9405708 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3118897 |
| 3811 | -0.6473286 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.9405708 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1143625 |
| 3817 | -1.0802998 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.9405708 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1165428 |
| 3819 | 0.3623603 | 0.6794579 | 0.0421969 | -0.0501185 | 0.4307274 | 0.9405708 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1394249 |
| 3824 | 0.8178461 | -0.8904536 | 0.4473277 | 1.3676416 | 0.4307274 | 0.9405708 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2416870 |
| 3826 | 0.9130997 | 0.6794579 | -0.9472574 | -0.0501185 | -0.6741149 | -1.6406430 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.4386212 |
| 3832 | -1.5132710 | -1.2710382 | -1.1926732 | -1.1134387 | -0.6741149 | 0.9405708 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1998873 |
| 3838 | 1.1798100 | 0.6794579 | -0.7836469 | -0.7589986 | 2.6404120 | 0.9405708 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.5311990 |
| 3839 | 0.4870561 | -0.8904536 | -0.7836469 | -0.7589986 | 2.6404120 | 0.9405708 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.2974564 |
| 3841 | 0.9996940 | 0.6794579 | -0.2850242 | -0.0501185 | 0.4307274 | 0.9405708 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2508134 |
| 3850 | 0.4801285 | 0.6794579 | 0.0499878 | -0.0501185 | -0.6741149 | 0.9405708 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1444550 |
| 3852 | -0.7321909 | -0.0817113 | -0.2850242 | -0.7589986 | -0.6741149 | 0.9405708 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2902446 |
| 3860 | 0.0021283 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 0.9405708 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2500409 |
| 3867 | 0.1753168 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 0.9405708 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2789057 |
| 3868 | 0.9113679 | 0.6794579 | 0.0499878 | -0.0501185 | -0.6741149 | 0.9405708 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2163282 |
| 3870 | 0.7814765 | -0.0817113 | -0.2850242 | -0.0501185 | -0.6741149 | 0.9405708 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2576381 |
| 3871 | 1.1728825 | -0.0817113 | -0.2850242 | 1.3676416 | -0.6741149 | -1.6406430 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.4641376 |
| 3874 | 1.3460710 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.9405708 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2210295 |
| 3875 | 0.2186139 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.9405708 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1361837 |
| 3880 | 1.3460710 | 0.6794579 | -0.2850242 | 1.3676416 | 0.4307274 | 0.9405708 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2776362 |
| 3881 | -0.9053794 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.9405708 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1469947 |
| 3886 | -0.9746548 | -0.0817113 | -0.2850242 | -0.7589986 | 0.4307274 | 0.6044753 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2801259 |
| 3894 | -0.5590024 | 0.6794579 | 0.0460923 | -0.0501185 | 0.4307274 | 0.6044753 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2158144 |
| 3895 | -0.9053794 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 0.6044753 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2458838 |
| 3902 | 0.6775634 | -0.8904536 | -0.7836469 | -0.7589986 | 2.6404120 | 0.6044753 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.2731917 |
| 3913 | -1.2517564 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.6044753 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1167626 |
| 3915 | 0.0817950 | 0.6794579 | 0.0460923 | -0.0501185 | 2.6404120 | 0.6044753 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3474149 |
| 3921 | -0.3788864 | -0.8904536 | -0.9472574 | -0.7589986 | -0.6741149 | -1.6406430 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3242305 |
| 3923 | -0.3788864 | -1.2710382 | -0.9472574 | -0.7589986 | -0.6741149 | 0.6044753 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0925994 |
| 3930 | -0.3788864 | 0.6794579 | 0.1434796 | -0.7589986 | -0.6741149 | 0.6044753 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2739961 |
| 3943 | -1.0785679 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6044753 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1302198 |
| 3947 | -0.5243647 | -0.8904536 | 0.0460923 | -0.0501185 | 0.4307274 | 0.6044753 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.1696533 |
| 3948 | 0.2965487 | -0.8904536 | -1.1420319 | -0.7589986 | 2.6404120 | 0.6044753 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.2694201 |
| 3957 | -0.4741401 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6044753 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0424033 |
| 3958 | 0.5043749 | -0.0817113 | -0.2850242 | -0.7589986 | 0.4307274 | 0.6044753 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2786345 |
| 3960 | 0.5753822 | 0.6794579 | -0.2850242 | -0.0501185 | 0.4307274 | 0.6044753 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1411038 |
| 3961 | 0.2186139 | -0.0817113 | 0.0499878 | -0.0501185 | -0.6741149 | 0.6044753 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1754271 |
| 3967 | -0.4741401 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6044753 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.1372084 |
| 3969 | -0.0394370 | -1.2710382 | -0.6550957 | -0.0501185 | -0.6741149 | -1.6406430 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3224537 |
| 3970 | -0.7321909 | -0.0817113 | 0.0266149 | -0.7589986 | -0.6741149 | 0.6044753 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3054512 |
| 3971 | 1.2577448 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.6044753 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2027162 |
| 3974 | 0.6446576 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | 0.6044753 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.0993502 |
| 3994 | 1.4309333 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.6044753 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2101189 |
| 4003 | 0.2982806 | -1.2710382 | 0.4473277 | 1.3676416 | 0.4307274 | 0.6044753 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.3356961 |
| 4017 | 0.7381794 | 0.6794579 | 0.0499878 | -0.0501185 | -0.6741149 | 0.6044753 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1498783 |
| 4021 | -0.9746548 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | 0.6044753 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2616114 |
| 4024 | -0.8984519 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | 0.6044753 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1310330 |
| 4032 | -0.5001183 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 0.6044753 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0367751 |
| 4035 | -1.4336043 | -0.8904536 | -1.1926732 | -1.1134387 | 0.4307274 | 0.6044753 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3595051 |
| 4041 | -1.0785679 | -1.2710382 | -0.9472574 | -0.7589986 | 0.4307274 | -1.6406430 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.4556422 |
| 4043 | -0.6906257 | -0.8904536 | -1.1420319 | -0.7589986 | -0.6741149 | 0.6044753 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.0963953 |
| 4048 | 0.4801285 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | 0.6044753 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1267717 |
| 4050 | -0.0394370 | -0.0817113 | 0.0266149 | -0.0501185 | 0.4307274 | 0.6044753 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1945551 |
| 4053 | 1.0845564 | -0.0817113 | 0.4473277 | 1.3676416 | -0.6741149 | 0.6044753 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2150501 |
| 4054 | -1.0802998 | -0.8904536 | -0.2850242 | -0.7589986 | 0.4307274 | 0.6044753 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.1812785 |
| 4057 | -0.9053794 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6044753 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1013550 |
| 4064 | -1.5981334 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6044753 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1694566 |
| 4073 | 0.3588966 | 0.6794579 | -0.7836469 | -0.0501185 | 0.4307274 | 0.6044753 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1881267 |
| 4075 | -1.2517564 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 0.6044753 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1998664 |
| 4086 | -0.0325094 | 0.6794579 | -0.2850242 | -0.0501185 | -0.6741149 | 0.6044753 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1821316 |
| 4096 | 0.6186793 | 0.6794579 | -0.6356183 | -0.0501185 | -0.6741149 | -1.6406430 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.4344775 |
| 4110 | -1.2517564 | -0.0817113 | -1.1926732 | -1.1134387 | -0.6741149 | 0.6044753 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3125542 |
| 4119 | -0.5070459 | -0.8904536 | -0.7836469 | -0.7589986 | 0.4307274 | 0.6044753 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.1203390 |
| 4124 | -0.3858139 | -0.0817113 | 0.0421969 | -0.0501185 | -0.6741149 | 0.6044753 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2321485 |
| 4126 | -0.9157707 | -1.2710382 | -0.7836469 | -0.7589986 | -0.6741149 | 0.6044753 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1377388 |
| 4129 | -0.4204516 | -0.8904536 | 0.0421969 | -0.0501185 | -0.6741149 | 0.6044753 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1031311 |
| 4134 | 1.1624912 | -0.8904536 | -0.2850242 | -0.7589986 | 2.6404120 | 0.6044753 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3007139 |
| 4145 | -1.7713219 | -1.2710382 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6044753 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2119890 |
| 4146 | 0.8178461 | 2.2969425 | 0.0499878 | -0.0501185 | -0.6741149 | 1.1422281 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.2671672 |
| 4149 | -0.2143573 | 1.1076156 | -1.1926732 | -1.1134387 | -0.6741149 | 1.1422281 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3675209 |
| 4155 | 1.5088682 | 0.6794579 | 0.0421969 | -0.0501185 | -0.6741149 | 1.1422281 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3482226 |
| 4157 | 0.1337515 | -1.2710382 | -0.6550957 | -0.0501185 | -0.6741149 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3302613 |
| 4160 | 1.8725640 | 0.6794579 | -0.6550957 | 1.3676416 | 0.4307274 | -1.6406430 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.5180150 |
| 4161 | 1.3027739 | 0.6794579 | 0.0266149 | 1.3676416 | 0.4307274 | 1.1422281 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2585422 |
| 4162 | 0.1337515 | 0.6794579 | 0.0421969 | -0.0501185 | 0.4307274 | 1.1422281 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1723066 |
| 4165 | 0.5649909 | 1.1076156 | 0.0499878 | -0.0501185 | -0.6741149 | 1.1422281 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2635679 |
| 4171 | -0.3788864 | 0.6794579 | 0.1434796 | -0.7589986 | -0.6741149 | 1.1422281 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3443388 |
| 4179 | 1.1884694 | 0.6794579 | -0.2850242 | -0.0501185 | 2.6404120 | 1.1422281 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.4498871 |
| 4180 | 0.0021283 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 1.1422281 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2836505 |
| 4197 | -0.4827995 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 1.1422281 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1292870 |
| 4201 | 1.5261870 | 2.2969425 | 0.4434322 | 1.3676416 | 0.4307274 | 1.1422281 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.4122882 |
| 4208 | 2.7385064 | 0.6794579 | 0.4434322 | -0.0501185 | 2.6404120 | 1.1422281 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.4006398 |
| 4210 | 1.0845564 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 1.1422281 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2902449 |
| 4211 | 0.8334330 | 0.6794579 | -0.7797514 | -0.0501185 | -0.6741149 | -1.6406430 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.4239813 |
| 4212 | 1.3529985 | 2.2969425 | 0.4434322 | 1.3676416 | 0.4307274 | 1.1422281 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.3834234 |
| 4215 | 1.0845564 | 2.2969425 | 0.0499878 | -0.0501185 | -0.6741149 | 1.1422281 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.3116190 |
| 4216 | -0.6802344 | 0.6794579 | 0.0460923 | -0.0501185 | 0.4307274 | 1.1422281 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3086202 |
| 4222 | -0.2212849 | 2.2969425 | -1.1926732 | -1.1134387 | 0.4307274 | 1.1422281 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.5828399 |
| 4225 | 1.0066215 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 1.1422281 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3541587 |
| 4226 | 0.2186139 | -0.0817113 | 0.0499878 | -0.0501185 | -0.6741149 | 1.1422281 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2466218 |
| 4234 | 0.6446576 | -0.0817113 | 0.4473277 | 1.3676416 | 0.4307274 | 1.1422281 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.4164810 |
| 4236 | -1.5132710 | -1.2710382 | -1.1926732 | -1.1134387 | -0.6741149 | 1.1422281 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2334969 |
| 4250 | 2.2189410 | 2.2969425 | 2.2859986 | 1.3676416 | 0.4307274 | 1.1422281 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.8348416 |
| 4253 | 0.7381794 | 1.1076156 | 0.0499878 | -0.0501185 | -0.6741149 | 1.1422281 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2924326 |
| 4260 | -0.8620823 | -1.2710382 | -0.9472574 | -0.7589986 | -0.6741149 | -1.6406430 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3578029 |
| 4264 | -0.5676619 | 0.6794579 | -0.7758559 | -0.7589986 | 0.4307274 | 1.1422281 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3299253 |
| 4272 | 1.0412592 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 1.1422281 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3599316 |
| 4274 | 0.3588966 | -0.0817113 | -0.7836469 | -0.0501185 | 2.6404120 | 1.1422281 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3032008 |
| 4278 | 1.3460710 | 2.2969425 | 0.4473277 | 1.3676416 | -0.6741149 | 1.1422281 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.4208034 |
| 4292 | 2.1150279 | 0.6794579 | -0.2850242 | -0.0501185 | 2.6404120 | 1.1422281 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.3077268 |
| 4296 | -0.3788864 | -0.8904536 | -0.7836469 | -0.7589986 | 0.4307274 | 1.1422281 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2199183 |
| 4304 | 0.0540848 | 0.6794579 | -0.7836469 | -0.7589986 | -0.6741149 | 1.1422281 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2619796 |
| 4306 | 0.4714691 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | 1.1422281 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2178404 |
| 4315 | 2.0111148 | 0.6794579 | 0.4434322 | -0.0501185 | 0.4307274 | 1.1422281 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.2319791 |
| 4324 | 0.0038602 | -0.0817113 | 0.4473277 | -0.0501185 | -0.6741149 | 1.1422281 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.3348188 |
| 4327 | -0.3858139 | -0.8904536 | -0.6356183 | -0.7589986 | -0.6741149 | -1.6406430 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3220861 |
| 4330 | -0.3944734 | 2.2969425 | -0.2850242 | -0.7589986 | 0.4307274 | 1.1422281 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.4013565 |
| 4331 | -1.0785679 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | 1.1422281 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3492731 |
| 4348 | 0.9113679 | 2.2969425 | 0.0499878 | -0.0501185 | -0.6741149 | 1.1422281 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.2827542 |
| 4349 | 1.1624912 | -0.8904536 | -0.2850242 | -0.7589986 | 2.6404120 | 1.1422281 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3903394 |
| 4351 | -1.5912058 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 1.1422281 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2549209 |
| 4352 | -1.2517564 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 1.1422281 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2576651 |
| 4363 | -0.7321909 | 0.6794579 | -0.2850242 | -0.0501185 | -0.6741149 | 1.1422281 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3699399 |
| 4365 | 0.7381794 | -0.0817113 | 0.4473277 | 1.3676416 | -0.6741149 | 1.1422281 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.2857084 |
| 4375 | -0.9053794 | -0.0817113 | -0.2850242 | -0.0501185 | -0.6741149 | 1.1422281 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.4478586 |
| 4379 | 0.4870561 | 0.6794579 | 0.4473277 | -0.0501185 | 0.4307274 | 1.1422281 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2613389 |
| 4392 | 0.1406791 | -0.0817113 | -0.7836469 | -0.7589986 | -0.6741149 | -1.6406430 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2060673 |
| 4396 | -1.1928723 | -0.8904536 | -0.9472574 | -0.7589986 | -0.6741149 | 1.1422281 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1165887 |
| 4404 | -1.0266114 | -0.8904536 | -0.6745732 | -0.7589986 | -0.6741149 | 1.1422281 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1772794 |
| 4406 | 0.1579979 | -0.8904536 | -1.1420319 | -0.7589986 | 2.6404120 | 1.1422281 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3618274 |
| 4409 | -0.3858139 | -0.0817113 | -0.7836469 | -0.0501185 | -0.6741149 | 1.1422281 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3391204 |
| 4419 | -0.5676619 | 1.1076156 | -1.1926732 | -1.1134387 | 0.4307274 | 1.1422281 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.4789084 |
| 4430 | 0.4714691 | -0.8904536 | 0.4473277 | 1.3676416 | 0.4307274 | 1.1422281 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.3330261 |
| 4436 | -0.3009516 | -1.2710382 | 0.0499878 | -0.0501185 | -0.6741149 | 1.1422281 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2127157 |
| 4441 | 0.0714037 | -0.0817113 | -0.2850242 | -0.7589986 | -0.6741149 | 1.1422281 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3517200 |
| 4446 | -0.2472631 | 0.6794579 | 0.0460923 | -0.0501185 | 0.4307274 | 1.1422281 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2364583 |
| 4448 | -1.0716404 | -0.8904536 | -0.7914378 | -0.7589986 | -0.6741149 | 1.5724304 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2219975 |
| 4449 | 0.5667228 | 0.6794579 | -0.6356183 | -0.0501185 | 0.4307274 | -1.6406430 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.5047327 |
| 4450 | 1.5781436 | 0.6794579 | 0.4434322 | -0.0501185 | -0.6741149 | 1.5724304 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.4446749 |
| 4458 | 0.7052736 | 0.6794579 | 0.4551187 | -0.0501185 | 2.6404120 | 1.5724304 | C142 | 0.1328959 | 0.6627507 | 0.4814828 | -0.0248014 | 2.6404120 | -0.9712527 | 0.5307415 |
| 4459 | -0.7321909 | 1.1076156 | -1.1926732 | -1.1134387 | -0.6741149 | 1.5724304 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.4304218 |
| 4463 | -0.7252634 | 0.6794579 | -0.7836469 | -0.7589986 | -0.6741149 | 1.5724304 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.2789856 |
| 4465 | -0.9157707 | -1.2710382 | -0.7836469 | -0.7589986 | -0.6741149 | 1.5724304 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2629419 |
| 4471 | -0.5676619 | -1.2710382 | 0.0499878 | -0.0501185 | 0.4307274 | 1.5724304 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.4022754 |
| 4477 | -0.9053794 | -0.0817113 | -0.2850242 | -0.0501185 | -0.6741149 | 1.5724304 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.5195590 |
| 4478 | -0.0325094 | 2.2969425 | -0.2850242 | -0.0501185 | -0.6741149 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.3226262 |
| 4483 | -0.3269299 | -0.8904536 | 0.0266149 | -0.0501185 | -0.6741149 | 1.5724304 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2514670 |
| 4486 | -0.5676619 | -1.2710382 | 0.0499878 | -0.0501185 | -0.6741149 | 1.5724304 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.3288678 |
| 4491 | 0.1164327 | -0.0817113 | -0.6356183 | -0.0501185 | -0.6741149 | -1.5330924 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2059831 |
| 4493 | -0.3788864 | 0.6794579 | -0.2850242 | -0.0501185 | 0.4307274 | 1.5724304 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3346129 |
| 4513 | 0.8265055 | 0.6794579 | 0.4473277 | -0.0501185 | 0.4307274 | 1.5724304 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3896141 |
| 4523 | 0.3138676 | 0.6794579 | -0.7836469 | -0.7589986 | 0.4307274 | 1.5724304 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.4057067 |
| 4525 | 0.3918024 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 1.5724304 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.3662493 |
| 4529 | 2.7385064 | 0.6794579 | 0.4434322 | -0.0501185 | 2.6404120 | 1.5724304 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.4723402 |
| 4531 | -1.2517564 | -0.0817113 | -0.7758559 | -0.7589986 | -0.6741149 | 1.5724304 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3293655 |
| 4537 | -1.0785679 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 1.5724304 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.4167917 |
| 4542 | 0.2272733 | 2.2969425 | 0.0266149 | -0.0501185 | 0.4307274 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.3318362 |
| 4543 | -0.1277631 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 1.5724304 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2143770 |
| 4544 | -0.0394370 | 2.2969425 | -0.7758559 | -0.7589986 | -0.6741149 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.4426320 |
| 4549 | 2.7315789 | -0.8904536 | 0.1512706 | -0.0501185 | -0.6741149 | -1.5330924 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.6352014 |
| 4555 | 1.0862882 | 2.2969425 | 0.4940736 | -0.0501185 | 2.6404120 | 1.5724304 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.7828337 |
| 4558 | 2.2189410 | 2.2969425 | 2.2859986 | 1.3676416 | 0.4307274 | 1.5724304 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.9065419 |
| 4563 | -1.2171187 | -0.8904536 | -0.7914378 | -0.7589986 | -0.6741149 | 1.5724304 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1977511 |
| 4572 | 0.5892373 | 2.2969425 | 0.0460923 | -0.0501185 | -0.6741149 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.3001169 |
| 4574 | 0.3485053 | -0.8904536 | -0.7836469 | -0.7589986 | 2.6404120 | 1.5724304 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3796746 |
| 4575 | 0.5667228 | 2.2969425 | 0.4551187 | -0.0501185 | 0.4307274 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.4175930 |
| 4577 | 0.2792299 | 2.2969425 | 0.0266149 | -0.0501185 | -0.6741149 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.2701194 |
| 4579 | -1.0802998 | -0.8904536 | -0.2850242 | -0.7589986 | 0.4307274 | 1.5724304 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.3426043 |
| 4587 | -0.3009516 | -1.2710382 | 0.0499878 | -0.0501185 | -0.6741149 | 1.5724304 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2844161 |
| 4594 | -0.5676619 | -1.2710382 | 0.4473277 | -0.0501185 | -0.6741149 | 1.5724304 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.3948952 |
| 4597 | 0.6602445 | -0.0817113 | -0.7836469 | -0.0501185 | -0.6741149 | -1.5330924 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2726490 |
| 4606 | 0.4783966 | -1.2710382 | 0.4473277 | 1.3676416 | -0.6741149 | 1.5724304 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.3518170 |
| 4609 | 1.3356797 | 0.6794579 | 0.0421969 | -0.0501185 | -0.6741149 | 1.5724304 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3910583 |
| 4610 | 0.2168820 | 0.6794579 | 0.0499878 | -0.0501185 | -0.6741149 | 1.5724304 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.2695569 |
| 4615 | -0.0671471 | 0.6794579 | 0.0460923 | -0.0501185 | -0.6741149 | 1.5724304 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3162459 |
| 4616 | -1.0785679 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 1.5724304 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2234399 |
| 4618 | 1.5781436 | 2.2969425 | 0.4434322 | 1.3676416 | 0.4307274 | 1.5724304 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.4926480 |
| 4634 | -1.0266114 | -0.8904536 | -0.6745732 | -0.7589986 | -0.6741149 | 1.5724304 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2489798 |
| 4637 | -0.5070459 | -0.8904536 | -0.2850242 | -0.7589986 | 2.6404120 | 1.5724304 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.4313385 |
| 4642 | 1.5106000 | 2.2969425 | 0.4473277 | 1.3676416 | 0.4307274 | 1.5724304 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.4820400 |
| 4646 | -0.0498283 | -0.8904536 | -0.7836469 | -0.7589986 | 0.4307274 | 1.5724304 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.3464617 |
| 4656 | 1.1728825 | -0.0817113 | -0.2850242 | 1.3676416 | -0.6741149 | -1.5330924 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.4462125 |
| 4659 | 0.9096360 | 2.2969425 | 0.0499878 | -0.0501185 | -0.6741149 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.3541659 |
| 4660 | -1.4180174 | -0.8904536 | -0.7914378 | -0.7589986 | -0.6741149 | 1.5724304 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2133543 |
| 4665 | -0.3858139 | 1.1076156 | -0.7758559 | -0.7589986 | -0.6741149 | 1.5724304 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3330217 |
| 4668 | 1.0932158 | 0.6794579 | 0.4434322 | 1.3676416 | 0.4307274 | 1.5724304 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.3219675 |
| 4669 | -0.8118576 | -0.8904536 | -0.7836469 | -0.7589986 | -0.6741149 | 1.5724304 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.2457954 |
| 4677 | -0.3944734 | -0.0817113 | 0.0266149 | -0.7589986 | -0.6741149 | 1.5724304 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.4262745 |
| 4678 | 0.6879547 | 2.2969425 | -0.2850242 | -0.0501185 | 2.6404120 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.7352120 |
| 4681 | 0.7745490 | 2.2969425 | 0.4940736 | -0.0501185 | 0.4307274 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.4587231 |
| 4684 | 0.0991138 | 0.6794579 | 0.4551187 | -0.0501185 | 0.4307274 | 1.5724304 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3186003 |
| 4686 | -0.0394370 | 0.6794579 | 0.0499878 | -0.0501185 | -0.6741149 | 1.5724304 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3122768 |
| 4688 | 0.8334330 | -0.0817113 | -0.7836469 | -0.0501185 | -0.6741149 | -1.7213059 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3328827 |
| 4689 | -0.0394370 | 0.6794579 | -0.9472574 | -0.7589986 | -0.6741149 | -1.5330924 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3467538 |
| 4707 | 1.0412592 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 1.5724304 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.4316320 |
| 4711 | -0.4377705 | 2.2969425 | -0.7914378 | -0.7589986 | -0.6741149 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.5116179 |
| 4716 | -0.2212849 | 2.2969425 | -1.1926732 | -1.1134387 | 0.4307274 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.6545403 |
| 4717 | -0.0480964 | -0.0817113 | 0.4473277 | -0.0501185 | -0.6741149 | 1.5724304 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.4019170 |
| 4726 | -0.8534229 | -0.8904536 | -0.2850242 | -0.7589986 | 2.6404120 | 1.5724304 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.4890680 |
| 4728 | -0.8205171 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 1.5724304 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3737832 |
| 4732 | 0.7087373 | 2.2969425 | 0.4940736 | -0.0501185 | 0.4307274 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.4477545 |
| 4734 | 0.1250921 | 0.6794579 | 0.4473277 | -0.0501185 | -0.6741149 | 1.5724304 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3510786 |
| 4736 | -1.0785679 | 0.6794579 | -0.7758559 | -0.7589986 | -0.6741149 | 1.5724304 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3391682 |
| 4748 | 1.7513320 | 0.6794579 | 0.4434322 | -0.0501185 | -0.6741149 | 1.5724304 | C219 | 1.9755430 | 0.5864499 | 0.2031375 | -0.2014525 | 0.1203785 | 0.5809108 | 0.4158101 |
| 4749 | -0.9140388 | -0.8904536 | -1.2783740 | -1.1134387 | -0.6741149 | -1.5330924 | C478 | -1.1829114 | -0.7922801 | -0.6999883 | -0.7557764 | -0.5234546 | -0.6945646 | 0.3820470 |
| 4752 | 0.9996940 | 1.1076156 | 0.4473277 | 1.3676416 | -0.6741149 | 1.5724304 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.3440322 |
| 4753 | -0.3858139 | -0.8904536 | 0.0460923 | -0.0501185 | 0.4307274 | 1.5724304 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.3368919 |
| 4757 | -1.4249449 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 1.5724304 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2171059 |
| 4758 | 0.1753168 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 1.5724304 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.3842156 |
| 4769 | 1.2317666 | 0.6794579 | 0.4434322 | 1.3676416 | 0.4307274 | 1.5724304 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2988757 |
| 4787 | -0.9140388 | 0.6794579 | -1.1926732 | -1.1134387 | -0.6741149 | 1.5724304 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.3893702 |
| 4788 | 1.1278535 | 0.6794579 | -0.2850242 | -0.0501185 | -0.6741149 | 1.5724304 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.3716236 |
| 4790 | -0.5849807 | 2.2969425 | -0.7914378 | -0.7589986 | 0.4307274 | 1.5724304 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.5892104 |
| 4793 | -0.7408504 | -0.0817113 | -0.7758559 | -0.7589986 | 0.4307274 | 1.5724304 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.4357887 |
| 4796 | -0.2212849 | -0.8904536 | 0.0499878 | -0.0501185 | 0.4307274 | 1.5724304 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.3649627 |
| 4800 | 1.5106000 | 0.6794579 | -0.2850242 | 1.3676416 | -0.6741149 | -1.5330924 | C201 | 1.5745305 | 0.4514353 | -0.2367672 | 0.2737663 | -0.3026593 | -1.3041998 | 0.3390723 |
| 4801 | -0.5607343 | -0.0817113 | 0.0266149 | -0.7589986 | 0.4307274 | 1.5724304 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.4244049 |
| 4805 | -0.1294950 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 1.5724304 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2146656 |
| 4810 | -0.0480964 | 2.2969425 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6851382 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.3402084 |
| 4813 | -0.3788864 | -0.8904536 | 0.4434322 | -0.7589986 | -0.6741149 | 0.6851382 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.2678298 |
| 4817 | -1.4526551 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 0.6851382 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.2135717 |
| 4825 | 0.0436935 | 0.6794579 | 0.0499878 | -0.0501185 | -0.6741149 | 0.6851382 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1505396 |
| 4832 | -0.2160892 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.6851382 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.0812160 |
| 4841 | -1.0266114 | -0.8904536 | -0.6745732 | -0.7589986 | -0.6741149 | 0.6851382 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1518846 |
| 4842 | -0.9071113 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6851382 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1150875 |
| 4843 | 0.2203458 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | 0.6851382 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1835126 |
| 4845 | 0.6602445 | -0.8904536 | -0.6745732 | -0.7589986 | 0.4307274 | -1.5330924 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.4203032 |
| 4846 | 0.8265055 | 0.6794579 | 0.4940736 | 1.3676416 | 0.4307274 | 0.6851382 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2310513 |
| 4848 | 0.3069400 | 2.2969425 | 0.0499878 | -0.0501185 | -0.6741149 | 0.6851382 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.1655297 |
| 4849 | -0.2645820 | -0.8904536 | 0.4940736 | -0.0501185 | 0.4307274 | 0.6851382 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2838787 |
| 4853 | -0.2160892 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.6851382 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.0812160 |
| 4858 | 1.0066215 | 0.6794579 | 0.4434322 | 1.3676416 | 0.4307274 | 0.6851382 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.1925917 |
| 4859 | 1.5192595 | 0.6794579 | 2.2859986 | 2.7854017 | -0.6741149 | 0.6851382 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.4310888 |
| 4862 | 0.4870561 | 0.6794579 | -0.2850242 | -0.7589986 | -0.6741149 | 0.6851382 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1836006 |
| 4864 | -0.3078791 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.6851382 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.0965143 |
| 4865 | 1.3529985 | 2.2969425 | 0.4473277 | 1.3676416 | 2.6404120 | 0.6851382 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.5647056 |
| 4878 | -0.8984519 | -0.0817113 | -0.2850242 | -0.0501185 | 0.4307274 | 0.6851382 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.3067138 |
| 4886 | -0.0394370 | -0.0817113 | -1.1030770 | -0.7589986 | -0.6741149 | -1.5330924 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.2458622 |
| 4887 | -1.0716404 | -0.8904536 | -0.7914378 | -0.7589986 | -0.6741149 | 0.6851382 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1320396 |
| 4897 | -1.5912058 | -0.8904536 | -0.7914378 | -0.7589986 | -0.6741149 | 0.6851382 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1522612 |
| 4907 | -0.1260312 | 0.6794579 | 0.4940736 | -0.0501185 | 0.4307274 | 0.6851382 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2147349 |
| 4916 | 1.2594767 | -0.8904536 | 2.2859986 | 2.7854017 | -0.6741149 | 0.6851382 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.5028851 |
| 4919 | 0.5840416 | 0.6794579 | 0.4940736 | -0.0501185 | 0.4307274 | 0.6851382 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2091124 |
| 4928 | 0.3623603 | 0.6794579 | 0.4940736 | -0.0501185 | 0.4307274 | 0.6851382 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1721656 |
| 4938 | 0.9113679 | 0.6794579 | 0.4473277 | 1.3676416 | -0.6741149 | 0.6851382 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.2470019 |
| 4947 | -0.1537414 | 0.6794579 | 0.0266149 | -0.0501185 | -0.6741149 | 0.6851382 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1795500 |
| 4958 | 0.4870561 | 2.2969425 | 0.0577788 | 1.3676416 | 0.4307274 | 0.6851382 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.4705184 |
| 4959 | 0.9996940 | 2.2969425 | 0.4473277 | 1.3676416 | -0.6741149 | 0.6851382 | C147 | 1.3221312 | 0.9897072 | 0.3646278 | 1.3676416 | -0.0080377 | 0.6973599 | 0.3984452 |
| 4964 | 0.6533170 | -0.0817113 | -0.6356183 | -0.0501185 | 0.4307274 | -1.5330924 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3937154 |
| 4974 | -0.0325094 | 0.6794579 | 0.0266149 | -0.0501185 | -0.6741149 | 0.6851382 | C326 | 0.4078813 | 0.4460352 | -0.0758046 | -0.2045827 | -0.6741149 | 0.6597676 | 0.1593446 |
| 4976 | -0.9919737 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6851382 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1292312 |
| 4989 | -0.8187852 | 0.6794579 | 0.0460923 | -0.0501185 | 0.4307274 | 0.6851382 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.2555303 |
| 4999 | 0.8143823 | -0.8904536 | -0.7836469 | -0.7589986 | 2.6404120 | 0.6851382 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.3094387 |
| 5005 | 0.3848748 | -0.8904536 | 0.4473277 | 1.3676416 | -0.6741149 | 0.6851382 | C228 | 0.8544662 | -0.8230415 | 0.4195786 | 1.3676416 | -0.4672508 | 0.5202082 | 0.1560911 |
| 5007 | 1.2560130 | -0.8904536 | 2.2859986 | 2.7854017 | -0.6741149 | 0.6851382 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.5034623 |
| 5017 | 0.1406791 | 0.6794579 | 0.0577788 | 1.3676416 | 0.4307274 | 0.6851382 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.3338607 |
| 5021 | 0.7225924 | 0.6794579 | 2.5976378 | -0.0501185 | 0.4307274 | 0.6851382 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.5827983 |
| 5022 | -0.0480964 | 0.6794579 | 0.0499878 | -0.0501185 | 0.4307274 | 0.6851382 | C297 | 0.2458726 | 0.5046167 | -0.1059150 | -0.1622064 | 0.4307274 | 0.6555503 | 0.1277315 |
| 5029 | -1.0785679 | 0.6794579 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6851382 | C434 | -0.4996726 | 0.3958051 | -0.8430922 | -0.8445203 | -0.5645193 | 0.6623233 | 0.1912861 |
| 5033 | 0.5147662 | -0.8904536 | -0.6356183 | -0.0501185 | 0.4307274 | -1.5330924 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.4004619 |
| 5044 | 1.4309333 | -0.8904536 | 2.2859986 | 2.7854017 | -0.6741149 | 0.6851382 | C55 | 1.4810668 | 0.0181922 | 2.3175726 | 2.6287019 | 0.1225346 | -0.2170130 | 0.4743090 |
| 5048 | 0.4714691 | 2.2969425 | 0.4473277 | -0.0501185 | -0.6741149 | 0.6851382 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.2434946 |
| 5057 | -0.7339228 | -0.8904536 | -0.2850242 | -0.7589986 | -0.6741149 | 0.6851382 | C471 | -0.5129045 | -0.9728948 | -0.8664462 | -0.7547916 | -0.6741149 | 0.5660586 | 0.1680280 |
| 5060 | -1.2448289 | -0.8904536 | -0.7914378 | -0.7589986 | 0.4307274 | 0.6851382 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2580452 |
| 5064 | 0.6931504 | 0.6794579 | 0.0577788 | 1.3676416 | 2.6404120 | 0.6851382 | C96 | 2.0782294 | 0.7478725 | 0.1122044 | 0.7127714 | 2.6404120 | 0.5611990 | 0.3811214 |
| 5084 | 0.5494039 | -0.8904536 | 2.5976378 | -0.0501185 | 0.4307274 | 0.6851382 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.7508350 |
| 5096 | 0.0869906 | -0.8904536 | -0.7836469 | -0.7589986 | 0.4307274 | 0.6851382 | C414 | -0.4728276 | -0.8354472 | -0.4305269 | -0.4820923 | 0.4307274 | 0.6016920 | 0.2213829 |
| 5106 | -1.4180174 | -0.0817113 | -0.2850242 | -0.7589986 | -0.6741149 | 0.6851382 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.3425891 |
| 5110 | -0.4758720 | -0.8904536 | 0.0499878 | -0.0501185 | -0.6741149 | 0.6851382 | C384 | -0.0359246 | -0.9572228 | 0.0505756 | -0.1222502 | -0.6547317 | 0.5368788 | 0.1245131 |
| 5113 | -0.1727921 | -0.0817113 | -0.6356183 | -0.7589986 | 2.6404120 | 0.6851382 | C360 | 0.2356188 | -0.4603485 | -0.3744382 | -0.4107768 | 2.6404120 | 0.5948051 | 0.2477972 |
| 5116 | -0.2472631 | 0.6794579 | -0.9472574 | -0.7589986 | -0.6741149 | -1.5330924 | C404 | 0.0640661 | -0.3965677 | -0.7815408 | -0.3982964 | -0.4164485 | -1.4161834 | 0.3813915 |
| 5129 | -1.4249449 | -0.8904536 | -0.7758559 | -0.7589986 | -0.6741149 | 0.6851382 | C512 | -1.2707584 | -1.0397430 | -0.9098567 | -0.8315183 | -0.5949957 | 0.8589108 | 0.1271480 |
| 5130 | 0.4524184 | 2.2969425 | 0.0266149 | -0.0501185 | 0.4307274 | 0.6851382 | C301 | 0.3539798 | 2.2969425 | -0.1275540 | -0.2934206 | -0.2808659 | 0.8171839 | 0.2232581 |
hist(sorted_df$diff, breaks = 20, col = "blue", main = "Mean Absolute Difference", xlab = "Difference")Figure 22: Mean Absolute Difference
We have considered computers dataset for creating a predictive set of maps to monitor entities over time using predictLayerHVT() in this vignette.
Our goal is to achieve data compression upto atleast
80%.
We construct a compressed HVT map (Map A) using the HVT() on the
training dataset by setting n_cells to 440
and quant.error to 0.2 and we were able to
attain a compression of 81%.
Based on the output of the above step, we manually identify the novelty cell(s) from the plotted map A. For this dataset, we identify the 73rd,321,332th,338th,435th cells as the novelty cell.
We pass the identified novelty cell(s) as a parameter to the removeNovelty() along with HVT map A. The function removes that novelty cell(s) from the dataset and stores them separately. It also returns the dataset without novelty(s).
The plotCells() constructs hierarchical voronoi tessellations and highlights the identified novelty cell(s) in red.
The dataset with novelty is then passed to the HVT() to construct
another HVT map (map B). But here, we set the parameters
n_cells = 3,
depth = 1 etc. when constructing the
map.
The dataset without novelties is then passed to the HVT() to
construct another HVT map (map C). But here, we set the parameters
n_cells = 100,
depth = 2 etc. when constructing the
map.
Finally, the set of maps - map A, map B, and map C are passed to the predictLayerHVT() along with the test dataset to predict which map and what cell each test record is assigned to.
The output of predictLayerHVT is a dataset with two columns Layer1.Cell.ID and Layer2.Cell.ID. Layer1.Cell.ID contains cell ids from map A in the form A1,A2,A3…. and Layer2.Cell.ID contains cell ids from map B as B1,B2… depending on the identified novelties and map C as C1,C2,C3…..
Topology Preserving Maps : https://users.ics.aalto.fi/jhollmen/dippa/node9.html#:~:text=The%20property%20of%20topology%20preserving,tool%20of%20high-dimensional%20data
Vector Quantization : https://en.wikipedia.org/wiki/Vector_quantization
Sammon’s Projection : http://en.wikipedia.org/wiki/Sammon_mapping
Voronoi Tessellations : http://en.wikipedia.org/wiki/Centroidal_Voronoi_tessellation